import os
import pathlib
# Specify where you want model weights/datasets to be saved
DATA_PATH = 'home/waves/generalist_vs_specialized_geoAI'
# Set up environment variables that are used by HuggingFace
os.environ["HF_HOME"] = os.path.join(DATA_PATH, "hfhome")
os.environ["HF_HUB_CACHE"] = os.path.join(DATA_PATH, "hub")
os.environ["HF_DATASETS_CACHE"] = os.path.join(DATA_PATH, "datasets")
os.environ["TRANSFORMERS_CACHE"] = os.path.join(DATA_PATH, "transformers")Setup
HuggingFace cache
Because we are on a shared server with shared conda environment, we need to reorient where huggingface downloads things like model weights and datasets
Step 1: Get your data in the right format for TerraTorch
General task specific organization
- Classification: Organize your images into different folders depending on their class
- Segmentation/regression: Have images and their labels (masks or continuous outputs) have the same name but followed by a mask or label identifier (e.g. image:
Im_1_img.tifandIm_1_mask.tif
EuroSAT classification example
from torchgeo.datasets import EuroSAT100 # 100 image subset from EuroSAT
EuroSAT100(
root=DATA_PATH,
split='train',
download=True,
)
EuroSAT100(
root=DATA_PATH,
split='val',
download=True,
)
EuroSAT100(
root=DATA_PATH,
split='test',
download=True,
)Dataset EuroSAT100
Number of datapoints: 20
Root location: home/waves/generalist_vs_specialized_geoAI/ds/images/remote_sensing/otherDatasets/sentinel_2/tif!ls home/waves/generalist_vs_specialized_geoAIEuroSAT100.zip eurosat-100-test.txt eurosat-100-val.txt
ds eurosat-100-train.txt!ls home/waves/generalist_vs_specialized_geoAI/ds/images/remote_sensing/otherDatasets/sentinel_2/tif/AnnualCrop HerbaceousVegetation Industrial PermanentCrop River
Forest Highway Pasture Residential SeaLakeEUROSAT = DATA_PATH + "/ds/images/remote_sensing/otherDatasets/sentinel_2/tif/"Specify splits
Either : * provide txt files that have the names of the images in each split in them * organize the splits into different folders
TRAIN_SPLIT = DATA_PATH + '/eurosat-100-train.txt'
VAL_SPLIT = DATA_PATH + '/eurosat-100-val.txt'
TEST_SPLIT = DATA_PATH + '/eurosat-100-test.txt'Step 2: Get your DataModule set up
Briefly visualize
import rasterio
import numpy as np
import matplotlib.pyplot as plt
from pathlib import Path
# get class paths
class_paths = [item for item in Path(EUROSAT).iterdir()]
class_names = [item.name for item in class_paths]
# get the first image in each class
image_sample = [next(folder.iterdir()) for folder in class_paths] # list of 10 images
# read all 10 sample images
ims = [rasterio.open(image).read() for image in image_sample]
# print some statistics for the first image
print("Shape:", ims[1].shape)
print("Means by band:", ims[1].mean(axis=(1,2)))
print("Stds by band:", ims[1].std(axis=(1,2)))Shape: (13, 64, 64)
Means by band: [1111.91015625 878.35302734 860.88916016 561.85717773 1049.72314453
2990.7590332 3927.78759766 3768.70898438 784.35449219 9.52734375
1921.38916016 893.63745117 4360.02270508]
Stds by band: [ 66.17921288 144.33596733 161.69847222 289.04565891 205.60533486
520.52450006 818.25824945 877.48558976 117.80382851 1.07153073
484.48251268 473.27016809 892.61514993]def to_rgb(img):
# select the r,g,b bands
rgb = img[[3,2,1]].astype(float)
# Follow EuroSAT guidelines for visualization
# clip to a max of 2750
# normalize to 0-1
rgb = np.clip(rgb, 0, 2750) / 2750
# go from (CxWxH) to (WxHxC)
rgb = np.transpose(rgb, (1,2,0))
return rgb
fig, axes = plt.subplots(2, 5, figsize=(15, 6))
axes = axes.ravel()
for i, (ax, img, name) in enumerate(zip(axes, ims, class_names)):
rgb = to_rgb(img)
ax.imshow(rgb)
ax.set_title(name)
ax.axis("off")
plt.tight_layout()
plt.show()_files/figure-html/cell-9-output-1.png)
Dive into DataModule land!
from terratorch.datamodules import GenericNonGeoClassificationDataModule
?GenericNonGeoClassificationDataModule/home/g288kc/miniforge/envs/geoAI/lib/python3.11/site-packages/transformers/utils/hub.py:111: FutureWarning: Using `TRANSFORMERS_CACHE` is deprecated and will be removed in v5 of Transformers. Use `HF_HOME` instead.
warnings.warn(Init signature: GenericNonGeoClassificationDataModule( batch_size: int, num_workers: int, train_data_root: pathlib.Path, val_data_root: pathlib.Path, test_data_root: pathlib.Path, means: list[float] | str, stds: list[float] | str, num_classes: int, predict_data_root: pathlib.Path | None = None, train_split: pathlib.Path | None = None, val_split: pathlib.Path | None = None, test_split: pathlib.Path | None = None, ignore_split_file_extensions: bool = True, allow_substring_split_file: bool = True, dataset_bands: list[terratorch.datasets.utils.HLSBands | int] | None = None, predict_dataset_bands: list[terratorch.datasets.utils.HLSBands | int] | None = None, output_bands: list[terratorch.datasets.utils.HLSBands | int] | None = None, constant_scale: float = 1, rgb_indices: list[int] | None = None, train_transform: albumentations.core.composition.Compose | None | list[albumentations.core.transforms_interface.BasicTransform] = None, val_transform: albumentations.core.composition.Compose | None | list[albumentations.core.transforms_interface.BasicTransform] = None, test_transform: albumentations.core.composition.Compose | None | list[albumentations.core.transforms_interface.BasicTransform] = None, expand_temporal_dimension: bool = False, no_data_replace: float = 0, drop_last: bool = True, check_stackability: bool = True, **kwargs: Any, ) -> None Docstring: This is a generic datamodule class for instantiating data modules at runtime. Composes several [GenericNonGeoClassificationDatasets][terratorch.datasets.GenericNonGeoClassificationDataset] Init docstring: Constructor Args: batch_size (int): _description_ num_workers (int): _description_ train_data_root (Path): _description_ val_data_root (Path): _description_ test_data_root (Path): _description_ means (list[float]): _description_ stds (list[float]): _description_ num_classes (int): _description_ predict_data_root (Path): _description_ train_split (Path | None, optional): _description_. Defaults to None. val_split (Path | None, optional): _description_. Defaults to None. test_split (Path | None, optional): _description_. Defaults to None. ignore_split_file_extensions (bool, optional): Whether to disregard extensions when using the split file to determine which files to include in the dataset. E.g. necessary for Eurosat, since the split files specify ".jpg" but files are actually ".jpg". allow_substring_split_file (bool, optional): Whether the split files contain substrings that must be present in file names to be included (as in mmsegmentation), or exact matches (e.g. eurosat). Defaults to True. dataset_bands (list[HLSBands | int] | None, optional): _description_. Defaults to None. predict_dataset_bands (list[HLSBands | int] | None, optional): _description_. Defaults to None. output_bands (list[HLSBands | int] | None, optional): _description_. Defaults to None. constant_scale (float, optional): _description_. Defaults to 1. rgb_indices (list[int] | None, optional): _description_. Defaults to None. train_transform (Albumentations.Compose | None): Albumentations transform to be applied to the train dataset. Should end with ToTensorV2(). If used through the generic_data_module, should not include normalization. Not supported for multi-temporal data. Defaults to None, which simply applies ToTensorV2(). val_transform (Albumentations.Compose | None): Albumentations transform to be applied to the train dataset. Should end with ToTensorV2(). If used through the generic_data_module, should not include normalization. Not supported for multi-temporal data. Defaults to None, which simply applies ToTensorV2(). test_transform (Albumentations.Compose | None): Albumentations transform to be applied to the train dataset. Should end with ToTensorV2(). If used through the generic_data_module, should not include normalization. Not supported for multi-temporal data. Defaults to None, which simply applies ToTensorV2(). no_data_replace (float): Replace nan values in input images with this value. Defaults to 0. expand_temporal_dimension (bool): Go from shape (time*channels, h, w) to (channels, time, h, w). Defaults to False. drop_last (bool): Drop the last batch if it is not complete. Defaults to True. check_stackability (bool): Check if all the files in the dataset has the same size and can be stacked. File: /home/g288kc/miniforge/envs/geoAI/lib/python3.11/site-packages/terratorch/datamodules/generic_scalar_label_data_module.py Type: type Subclasses:
Band names
We need to tell the datamodule which bands we actually want to go into the model.
sentinel2_bands = [
"B1", "B2", "B3", "B4", "B5", "B6", "B7",
"B8", "B8A", "B9", "B10", "B11", "B12"
]
# The subset of our bands Prithvi will take
prithvi_subset = [1, 2, 3, 8, 11, 12]
prithvi_bands = [sentinel2_bands[i] for i in prithvi_subset]
print(prithvi_bands)['B2', 'B3', 'B4', 'B8A', 'B11', 'B12']Means and standard deviations
We need band-level means and standard deviations. Either compute them yourself over your entire dataset, or get general numbers that work well for your data type.
We have S2 L1C data. We can use TerraMesh statistics I grabbed from their huggingface: https://huggingface.co/api/resolve-cache/datasets/ibm-esa-geospatial/TerraMesh/6c548cdacdd70e98a236de9f5b708d4b9dadf253/terramesh.py
statistics = {
"mean": {
"S2L1C": [2357.090, 2137.398, 2018.799, 2082.998, 2295.663, 2854.548, 3122.860, 3040.571, 3306.491, 1473.849,
506.072, 2472.840, 1838.943],
"S2L2A": [1390.461, 1503.332, 1718.211, 1853.926, 2199.116, 2779.989, 2987.025, 3083.248, 3132.235, 3162.989,
2424.902, 1857.665],
"S2RGB": [110.349, 99.507, 75.843],
"S1GRD": [-12.577, -20.265],
"S1RTC": [-10.93, -17.329],
"NDVI": [0.327],
"DEM": [651.663],
},
"std": {
"S2L1C": [1673.639, 1722.641, 1602.205, 1873.138, 1866.055, 1779.839, 1776.496, 1724.114, 1771.041, 1079.786,
512.404, 1340.879, 1172.435],
"S2L2A": [2131.157, 2163.666, 2059.311, 2152.477, 2105.179, 1912.773, 1842.326, 1893.568, 1775.656, 1814.907,
1436.282, 1336.155],
"S2RGB": [69.905, 53.708, 53.378],
"S1GRD": [5.179, 5.872],
"S1RTC": [4.391, 4.459],
"NDVI": [0.322],
"DEM": [928.168]
}
}We specifically need to pass Sentinel 2 L1C means and stds, but only for the 6 bands we are subsetting for input into prithvi.
S2L1C_prithvi_means = [statistics["mean"]["S2L1C"][i] for i in prithvi_subset]
S2L1C_prithvi_stds = [statistics["std"]["S2L1C"][i] for i in prithvi_subset]
print(S2L1C_prithvi_means)
print(S2L1C_prithvi_stds)[2137.398, 2018.799, 2082.998, 3306.491, 2472.84, 1838.943]
[1722.641, 1602.205, 1873.138, 1771.041, 1340.879, 1172.435]Transforms
Three important types of transforms: * Reshaping/resizing/clipping: to get it the way the model expects * Data augmentations: If you donβt have a lot of training data, you can βaugmentβ your dataset by presenting changed versions of your images to the model. For example, flip your images. * Make your image a tensor (the data format that GPUs can use)
import albumentations
train_transforms = albumentations.Compose([
albumentations.Resize(224, 224),
albumentations.HorizontalFlip(), # augmentation
albumentations.pytorch.transforms.ToTensorV2(),
])
# Same but without data augmentations
val_test_transforms = albumentations.Compose([
albumentations.Resize(224, 224),
albumentations.pytorch.transforms.ToTensorV2(),
])Define your DataModule!!
datamodule = GenericNonGeoClassificationDataModule(
batch_size=16, # How many images to give the model at once. More = faster, but more RAM is needed
num_workers=0, # extra CPU threads for image loading
# Where is our data? In our case, all splits are in the same folder
train_data_root=EUROSAT,
val_data_root=EUROSAT,
test_data_root=EUROSAT,
# Because they're all in the same place, we need to specify our split files
train_split=TRAIN_SPLIT,
val_split=VAL_SPLIT,
test_split=TEST_SPLIT,
# means and standard deviations -- same dimension as output_bands (number of bands input into model)
# means=S2L1C_prithvi_means, # list of 6 S2L1C band means
# stds=S2L1C_prithvi_stds,
means=statistics["mean"]["S2L1C"],
stds=statistics["std"]["S2L1C"],
# number of classes
num_classes=len(class_names),
# Tranforms, defined using albumentations
train_transform=train_transforms,
val_transform=val_test_transforms,
test_transform=val_test_transforms,
# Bands of our dataset
dataset_bands=sentinel2_bands,
# Bands to input into our model
output_bands=prithvi_bands,
)
datamodule.setup("fit")/home/g288kc/miniforge/envs/geoAI/lib/python3.11/site-packages/albumentations/core/composition.py:465: UserWarning: transforms is single transform, but a sequence is expected! Transform will be wrapped into list.
super().__init__(Check our DataModule
batch = next(iter(datamodule.train_dataloader()))ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
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ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13print(f"Batch keys: {batch.keys()}")
print(f"Image shape: {batch['image'].shape}")
print(f"Label shape: {batch['label'].shape if 'label' in batch else batch['labels'].shape}")
# Check the actual values
print(f"\nImage dtype: {batch['image'].dtype}")
print(f"Image min/max: {batch['image'].min()}, {batch['image'].max()}")
print(f"Labels: {batch['label'] if 'label' in batch else batch['labels']}")Batch keys: dict_keys(['image', 'label', 'filename'])
Image shape: torch.Size([16, 6, 224, 224])
Label shape: torch.Size([16])
Image dtype: torch.float32
Image min/max: 8.0, 18198.3671875
Labels: tensor([8, 9, 3, 9, 1, 4, 0, 7, 6, 8, 6, 1, 6, 3, 1, 4])As expected, we have 16 images with 6 bands and resized to the width and height the model expects.
Notice the min and max have not been normalized. This is because normalization occurs during every training and validation step, which happens below.
Step 3: Set up your model and do training
TerraTorchβs EncoderDecoderFactory makes it simple to build models. However, if you directly use:
model_factory = EncoderDecoderFactory()
model_factory.build_model(...)it will just give you a model with no training infrastructure. We want to be able to fine tune our model, so instead we use the Task classes because they wraps model and full Lightning training setup, making end-to-end training painless.
from terratorch.tasks import ClassificationTask
?ClassificationTaskInit signature: ClassificationTask( model_args: dict, model_factory: str | None = None, model: torch.nn.modules.module.Module | None = None, loss: str = 'ce', aux_heads: list[terratorch.models.model.AuxiliaryHead] | None = None, aux_loss: dict[str, float] | None = None, class_weights: list[float] | None = None, ignore_index: int | None = None, lr: float = 0.001, optimizer: str | None = None, optimizer_hparams: dict | None = None, scheduler: str | None = None, scheduler_hparams: dict | None = None, freeze_backbone: bool = False, freeze_decoder: bool = False, freeze_head: bool = False, class_names: list[str] | None = None, test_dataloaders_names: list[str] | None = None, lr_overrides: dict[str, float] | None = None, path_to_record_metrics: str = None, ) -> None Docstring: Classification Task that accepts models from a range of sources. This class is analog in functionality to the class ClassificationTask defined by torchgeo. However, it has some important differences: - Accepts the specification of a model factory - Logs metrics per class - Does not have any callbacks by default (TorchGeo tasks do early stopping by default) - Allows the setting of optimizers in the constructor - It provides mIoU with both Micro and Macro averaging - Allows to evaluate on multiple test dataloaders .. note:: * 'Micro' averaging suits overall performance evaluation but may not reflect minority class accuracy. * 'Macro' averaging gives equal weight to each class, useful for balanced performance assessment across imbalanced classes. Init docstring: Constructor Args: Defaults to None. model_args (Dict): Arguments passed to the model factory. model_factory (str, optional): ModelFactory class to be used to instantiate the model. Is ignored when model is provided. model (torch.nn.Module, optional): Custom model. loss (str, optional): Loss to be used. Currently, supports 'ce', 'jaccard' or 'focal' loss. Defaults to "ce". aux_loss (dict[str, float] | None, optional): Auxiliary loss weights. Should be a dictionary where the key is the name given to the loss and the value is the weight to be applied to that loss. The name of the loss should match the key in the dictionary output by the model's forward method containing that output. Defaults to None. class_weights (Union[list[float], None], optional): List of class weights to be applied to the loss. class_weights (list[float] | None, optional): List of class weights to be applied to the loss. Defaults to None. ignore_index (int | None, optional): Label to ignore in the loss computation. Defaults to None. lr (float, optional): Learning rate to be used. Defaults to 0.001. optimizer (str | None, optional): Name of optimizer class from torch.optim to be used. If None, will use Adam. Defaults to None. Overriden by config / cli specification through LightningCLI. optimizer_hparams (dict | None): Parameters to be passed for instantiation of the optimizer. Overriden by config / cli specification through LightningCLI. scheduler (str, optional): Name of Torch scheduler class from torch.optim.lr_scheduler to be used (e.g. ReduceLROnPlateau). Defaults to None. Overriden by config / cli specification through LightningCLI. scheduler_hparams (dict | None): Parameters to be passed for instantiation of the scheduler. Overriden by config / cli specification through LightningCLI. freeze_backbone (bool, optional): Whether to freeze the backbone. Defaults to False. freeze_decoder (bool, optional): Whether to freeze the decoder. Defaults to False. freeze_head (bool, optional): Whether to freeze the segmentation_head. Defaults to False. class_names (list[str] | None, optional): List of class names passed to metrics for better naming. Defaults to numeric ordering. test_dataloaders_names (list[str] | None, optional): Names used to differentiate metrics when multiple dataloaders are returned by test_dataloader in the datamodule. Defaults to None, which assumes only one test dataloader is used. lr_overrides (dict[str, float] | None, optional): Dictionary to override the default lr in specific parameters. The key should be a substring of the parameter names (it will check the substring is contained in the parameter name)and the value should be the new lr. Defaults to None. path_to_record_metrics (str): A path to save the file containing the metrics log. File: /home/g288kc/miniforge/envs/geoAI/lib/python3.11/site-packages/terratorch/tasks/classification_tasks.py Type: ABCMeta Subclasses: MultiLabelClassificationTask
Explore the different available models
Pick a backbone from the registry
from terratorch.registry import BACKBONE_REGISTRY
# List all the available backbones from different sources:
for name, source in BACKBONE_REGISTRY._sources.items():
print(f"\n=== {name} ===")
print(list(source))
=== terratorch ===
['dofa_small_patch16_224', 'dofa_base_patch16_224', 'dofa_large_patch16_224', 'prithvi_eo_tiny', 'prithvi_eo_v1_100', 'prithvi_eo_v2_tiny_tl', 'prithvi_eo_v2_100_tl', 'prithvi_eo_v2_300', 'prithvi_eo_v2_600', 'prithvi_eo_v2_300_tl', 'prithvi_eo_v2_600_tl', 'terramind_v1_base', 'terramind_v1_base_tim', 'terramind_v01_base', 'terramind_v01_base_tim', 'terramind_v1_large', 'terramind_v1_large_tim', 'terramind_v1_tiny', 'terramind_v1_tiny_tim', 'terramind_v1_small', 'terramind_v1_small_tim', 'terramind_v1_tokenizer_s2l2a', 'terramind_v1_tokenizer_s1rtc', 'terramind_v1_tokenizer_s1grd', 'terramind_v1_tokenizer_dem', 'terramind_v1_tokenizer_lulc', 'terramind_v1_tokenizer_ndvi', 'ssl4eol_resnet18_landsat_tm_toa_moco', 'ssl4eol_resnet18_landsat_tm_toa_simclr', 'ssl4eol_resnet18_landsat_etm_toa_moco', 'ssl4eol_resnet18_landsat_etm_toa_simclr', 'ssl4eol_resnet18_landsat_etm_sr_moco', 'ssl4eol_resnet18_landsat_etm_sr_simclr', 'ssl4eol_resnet18_landsat_oli_tirs_toa_moco', 'ssl4eol_resnet18_landsat_oli_tirs_toa_simclr', 'ssl4eol_resnet18_landsat_oli_sr_moco', 'ssl4eol_resnet18_landsat_oli_sr_simclr', 'ssl4eos12_resnet18_sentinel2_all_moco', 'ssl4eos12_resnet18_sentinel2_rgb_moco', 'seco_resnet18_sentinel2_rgb_seco', 'fmow_resnet50_fmow_rgb_gassl', 'ssl4eol_resnet50_landsat_tm_toa_moco', 'ssl4eol_resnet50_landsat_tm_toa_simclr', 'ssl4eol_resnet50_landsat_etm_toa_moco', 'ssl4eol_resnet50_landsat_etm_toa_simclr', 'ssl4eol_resnet50_landsat_etm_sr_moco', 'ssl4eol_resnet50_landsat_etm_sr_simclr', 'ssl4eol_resnet50_landsat_oli_tirs_toa_moco', 'ssl4eol_resnet50_landsat_oli_tirs_toa_simclr', 'ssl4eol_resnet50_landsat_oli_sr_moco', 'ssl4eol_resnet50_landsat_oli_sr_simclr', 'ssl4eos12_resnet50_sentinel1_all_decur', 'ssl4eos12_resnet50_sentinel1_all_moco', 'ssl4eos12_resnet50_sentinel2_all_decur', 'ssl4eos12_resnet50_sentinel2_all_dino', 'ssl4eos12_resnet50_sentinel2_all_moco', 'ssl4eos12_resnet50_sentinel2_rgb_moco', 'seco_resnet50_sentinel2_rgb_seco', 'satlas_resnet50_sentinel2_mi_ms_satlas', 'satlas_resnet50_sentinel2_mi_rgb_satlas', 'satlas_resnet50_sentinel2_si_ms_satlas', 'satlas_resnet50_sentinel2_si_rgb_satlas', 'satlas_resnet152_sentinel2_mi_ms', 'satlas_resnet152_sentinel2_mi_rgb', 'satlas_resnet152_sentinel2_si_ms_satlas', 'satlas_resnet152_sentinel2_si_rgb_satlas', 'satlas_swin_t_sentinel2_mi_ms', 'satlas_swin_t_sentinel2_mi_rgb', 'satlas_swin_t_sentinel2_si_ms', 'satlas_swin_t_sentinel2_si_rgb', 'satlas_swin_b_sentinel2_mi_ms', 'satlas_swin_b_sentinel2_mi_rgb', 'satlas_swin_b_sentinel2_si_ms', 'satlas_swin_b_sentinel2_si_rgb', 'satlas_swin_b_naip_mi_rgb', 'satlas_swin_b_naip_si_rgb', 'satlas_swin_b_landsat_mi_ms', 'satlas_swin_b_landsat_mi_rgb', 'satlas_swin_b_sentinel1_mi', 'satlas_swin_b_sentinel1_si', 'ssl4eol_vit_small_patch16_224_landsat_tm_toa_moco', 'ssl4eol_vit_small_patch16_224_landsat_tm_toa_simclr', 'ssl4eol_vit_small_patch16_224_landsat_etm_toa_moco', 'ssl4eol_vit_small_patch16_224_landsat_etm_toa_simclr', 'ssl4eol_vit_small_patch16_224_landsat_etm_sr_moco', 'ssl4eol_vit_small_patch16_224_landsat_etm_sr_simclr', 'ssl4eol_vit_small_patch16_224_landsat_oli_tirs_toa_simclr', 'ssl4eol_vit_small_patch16_224_landsat_oli_sr_moco', 'ssl4eol_vit_small_patch16_224_landsat_oli_sr_simclr', 'ssl4eos12_vit_small_patch16_224_sentinel2_all_dino', 'ssl4eos12_vit_small_patch16_224_sentinel2_all_moco', 'UNet']
=== timm ===
['aimv2_1b_patch14_224', 'aimv2_1b_patch14_336', 'aimv2_1b_patch14_448', 'aimv2_3b_patch14_224', 'aimv2_3b_patch14_336', 'aimv2_3b_patch14_448', 'aimv2_huge_patch14_224', 'aimv2_huge_patch14_336', 'aimv2_huge_patch14_448', 'aimv2_large_patch14_224', 'aimv2_large_patch14_336', 'aimv2_large_patch14_448', 'bat_resnext26ts', 'beit3_base_patch16_224', 'beit3_giant_patch14_224', 'beit3_giant_patch14_336', 'beit3_large_patch16_224', 'beit_base_patch16_224', 'beit_base_patch16_384', 'beit_large_patch16_224', 'beit_large_patch16_384', 'beit_large_patch16_512', 'beitv2_base_patch16_224', 'beitv2_large_patch16_224', 'botnet26t_256', 'botnet50ts_256', 'caformer_b36', 'caformer_m36', 'caformer_s18', 'caformer_s36', 'cait_m36_384', 'cait_m48_448', 'cait_s24_224', 'cait_s24_384', 'cait_s36_384', 'cait_xs24_384', 'cait_xxs24_224', 'cait_xxs24_384', 'cait_xxs36_224', 'cait_xxs36_384', 'clay_v1_base', 'coat_lite_medium', 'coat_lite_medium_384', 'coat_lite_mini', 'coat_lite_small', 'coat_lite_tiny', 'coat_mini', 'coat_small', 'coat_tiny', 'coatnet_0_224', 'coatnet_0_rw_224', 'coatnet_1_224', 'coatnet_1_rw_224', 'coatnet_2_224', 'coatnet_2_rw_224', 'coatnet_3_224', 'coatnet_3_rw_224', 'coatnet_4_224', 'coatnet_5_224', 'coatnet_bn_0_rw_224', 'coatnet_nano_cc_224', 'coatnet_nano_rw_224', 'coatnet_pico_rw_224', 'coatnet_rmlp_0_rw_224', 'coatnet_rmlp_1_rw2_224', 'coatnet_rmlp_1_rw_224', 'coatnet_rmlp_2_rw_224', 'coatnet_rmlp_2_rw_384', 'coatnet_rmlp_3_rw_224', 'coatnet_rmlp_nano_rw_224', 'coatnext_nano_rw_224', 'convformer_b36', 'convformer_m36', 'convformer_s18', 'convformer_s36', 'convit_base', 'convit_small', 'convit_tiny', 'convmixer_768_32', 'convmixer_1024_20_ks9_p14', 'convmixer_1536_20', 'convnext_atto', 'convnext_atto_ols', 'convnext_atto_rms', 'convnext_base', 'convnext_femto', 'convnext_femto_ols', 'convnext_large', 'convnext_large_mlp', 'convnext_nano', 'convnext_nano_ols', 'convnext_pico', 'convnext_pico_ols', 'convnext_small', 'convnext_tiny', 'convnext_tiny_hnf', 'convnext_xlarge', 'convnext_xxlarge', 'convnext_zepto_rms', 'convnext_zepto_rms_ols', 'convnextv2_atto', 'convnextv2_base', 'convnextv2_femto', 'convnextv2_huge', 'convnextv2_large', 'convnextv2_nano', 'convnextv2_pico', 'convnextv2_small', 'convnextv2_tiny', 'crossvit_9_240', 'crossvit_9_dagger_240', 'crossvit_15_240', 'crossvit_15_dagger_240', 'crossvit_15_dagger_408', 'crossvit_18_240', 'crossvit_18_dagger_240', 'crossvit_18_dagger_408', 'crossvit_base_240', 'crossvit_small_240', 'crossvit_tiny_240', 'cs3darknet_focus_l', 'cs3darknet_focus_m', 'cs3darknet_focus_s', 'cs3darknet_focus_x', 'cs3darknet_l', 'cs3darknet_m', 'cs3darknet_s', 'cs3darknet_x', 'cs3edgenet_x', 'cs3se_edgenet_x', 'cs3sedarknet_l', 'cs3sedarknet_x', 'cs3sedarknet_xdw', 'cspdarknet53', 'cspresnet50', 'cspresnet50d', 'cspresnet50w', 'cspresnext50', 'darknet17', 'darknet21', 'darknet53', 'darknetaa53', 'davit_base', 'davit_base_fl', 'davit_giant', 'davit_huge', 'davit_huge_fl', 'davit_large', 'davit_small', 'davit_tiny', 'deit3_base_patch16_224', 'deit3_base_patch16_384', 'deit3_huge_patch14_224', 'deit3_large_patch16_224', 'deit3_large_patch16_384', 'deit3_medium_patch16_224', 'deit3_small_patch16_224', 'deit3_small_patch16_384', 'deit_base_distilled_patch16_224', 'deit_base_distilled_patch16_384', 'deit_base_patch16_224', 'deit_base_patch16_384', 'deit_small_distilled_patch16_224', 'deit_small_patch16_224', 'deit_tiny_distilled_patch16_224', 'deit_tiny_patch16_224', 'densenet121', 'densenet161', 'densenet169', 'densenet201', 'densenet264d', 'densenetblur121d', 'dla34', 'dla46_c', 'dla46x_c', 'dla60', 'dla60_res2net', 'dla60_res2next', 'dla60x', 'dla60x_c', 'dla102', 'dla102x', 'dla102x2', 'dla169', 'dm_nfnet_f0', 'dm_nfnet_f1', 'dm_nfnet_f2', 'dm_nfnet_f3', 'dm_nfnet_f4', 'dm_nfnet_f5', 'dm_nfnet_f6', 'dpn48b', 'dpn68', 'dpn68b', 'dpn92', 'dpn98', 'dpn107', 'dpn131', 'eca_botnext26ts_256', 'eca_halonext26ts', 'eca_nfnet_l0', 'eca_nfnet_l1', 'eca_nfnet_l2', 'eca_nfnet_l3', 'eca_resnet33ts', 'eca_resnext26ts', 'eca_vovnet39b', 'ecaresnet26t', 'ecaresnet50d', 'ecaresnet50d_pruned', 'ecaresnet50t', 'ecaresnet101d', 'ecaresnet101d_pruned', 'ecaresnet200d', 'ecaresnet269d', 'ecaresnetlight', 'ecaresnext26t_32x4d', 'ecaresnext50t_32x4d', 'edgenext_base', 'edgenext_small', 'edgenext_small_rw', 'edgenext_x_small', 'edgenext_xx_small', 'efficientformer_l1', 'efficientformer_l3', 'efficientformer_l7', 'efficientformerv2_l', 'efficientformerv2_s0', 'efficientformerv2_s1', 'efficientformerv2_s2', 'efficientnet_b0', 'efficientnet_b0_g8_gn', 'efficientnet_b0_g16_evos', 'efficientnet_b0_gn', 'efficientnet_b1', 'efficientnet_b1_pruned', 'efficientnet_b2', 'efficientnet_b2_pruned', 'efficientnet_b3', 'efficientnet_b3_g8_gn', 'efficientnet_b3_gn', 'efficientnet_b3_pruned', 'efficientnet_b4', 'efficientnet_b5', 'efficientnet_b6', 'efficientnet_b7', 'efficientnet_b8', 'efficientnet_blur_b0', 'efficientnet_cc_b0_4e', 'efficientnet_cc_b0_8e', 'efficientnet_cc_b1_8e', 'efficientnet_el', 'efficientnet_el_pruned', 'efficientnet_em', 'efficientnet_es', 'efficientnet_es_pruned', 'efficientnet_h_b5', 'efficientnet_l2', 'efficientnet_lite0', 'efficientnet_lite1', 'efficientnet_lite2', 'efficientnet_lite3', 'efficientnet_lite4', 'efficientnet_x_b3', 'efficientnet_x_b5', 'efficientnetv2_l', 'efficientnetv2_m', 'efficientnetv2_rw_m', 'efficientnetv2_rw_s', 'efficientnetv2_rw_t', 'efficientnetv2_s', 'efficientnetv2_xl', 'efficientvit_b0', 'efficientvit_b1', 'efficientvit_b2', 'efficientvit_b3', 'efficientvit_l1', 'efficientvit_l2', 'efficientvit_l3', 'efficientvit_m0', 'efficientvit_m1', 'efficientvit_m2', 'efficientvit_m3', 'efficientvit_m4', 'efficientvit_m5', 'ese_vovnet19b_dw', 'ese_vovnet19b_slim', 'ese_vovnet19b_slim_dw', 'ese_vovnet39b', 'ese_vovnet39b_evos', 'ese_vovnet57b', 'ese_vovnet99b', 'eva02_base_patch14_224', 'eva02_base_patch14_448', 'eva02_base_patch16_clip_224', 'eva02_enormous_patch14_clip_224', 'eva02_large_patch14_224', 'eva02_large_patch14_448', 'eva02_large_patch14_clip_224', 'eva02_large_patch14_clip_336', 'eva02_small_patch14_224', 'eva02_small_patch14_336', 'eva02_tiny_patch14_224', 'eva02_tiny_patch14_336', 'eva_giant_patch14_224', 'eva_giant_patch14_336', 'eva_giant_patch14_560', 'eva_giant_patch14_clip_224', 'eva_large_patch14_196', 'eva_large_patch14_336', 'fasternet_l', 'fasternet_m', 'fasternet_s', 'fasternet_t0', 'fasternet_t1', 'fasternet_t2', 'fastvit_ma36', 'fastvit_mci0', 'fastvit_mci1', 'fastvit_mci2', 'fastvit_s12', 'fastvit_sa12', 'fastvit_sa24', 'fastvit_sa36', 'fastvit_t8', 'fastvit_t12', 'fbnetc_100', 'fbnetv3_b', 'fbnetv3_d', 'fbnetv3_g', 'flexivit_base', 'flexivit_large', 'flexivit_small', 'focalnet_base_lrf', 'focalnet_base_srf', 'focalnet_huge_fl3', 'focalnet_huge_fl4', 'focalnet_large_fl3', 'focalnet_large_fl4', 'focalnet_small_lrf', 'focalnet_small_srf', 'focalnet_tiny_lrf', 'focalnet_tiny_srf', 'focalnet_xlarge_fl3', 'focalnet_xlarge_fl4', 'gc_efficientnetv2_rw_t', 'gcresnet33ts', 'gcresnet50t', 'gcresnext26ts', 'gcresnext50ts', 'gcvit_base', 'gcvit_small', 'gcvit_tiny', 'gcvit_xtiny', 'gcvit_xxtiny', 'gernet_l', 'gernet_m', 'gernet_s', 'ghostnet_050', 'ghostnet_100', 'ghostnet_130', 'ghostnetv2_100', 'ghostnetv2_130', 'ghostnetv2_160', 'ghostnetv3_050', 'ghostnetv3_100', 'ghostnetv3_130', 'ghostnetv3_160', 'gmixer_12_224', 'gmixer_24_224', 'gmlp_b16_224', 'gmlp_s16_224', 'gmlp_ti16_224', 'halo2botnet50ts_256', 'halonet26t', 'halonet50ts', 'halonet_h1', 'haloregnetz_b', 'hardcorenas_a', 'hardcorenas_b', 'hardcorenas_c', 'hardcorenas_d', 'hardcorenas_e', 'hardcorenas_f', 'hgnet_base', 'hgnet_small', 'hgnet_tiny', 'hgnetv2_b0', 'hgnetv2_b1', 'hgnetv2_b2', 'hgnetv2_b3', 'hgnetv2_b4', 'hgnetv2_b5', 'hgnetv2_b6', 'hiera_base_224', 'hiera_base_abswin_256', 'hiera_base_plus_224', 'hiera_huge_224', 'hiera_large_224', 'hiera_small_224', 'hiera_small_abswin_256', 'hiera_tiny_224', 'hieradet_small', 'hrnet_w18', 'hrnet_w18_small', 'hrnet_w18_small_v2', 'hrnet_w18_ssld', 'hrnet_w30', 'hrnet_w32', 'hrnet_w40', 'hrnet_w44', 'hrnet_w48', 'hrnet_w48_ssld', 'hrnet_w64', 'inception_next_atto', 'inception_next_base', 'inception_next_small', 'inception_next_tiny', 'inception_resnet_v2', 'inception_v3', 'inception_v4', 'lambda_resnet26rpt_256', 'lambda_resnet26t', 'lambda_resnet50ts', 'lamhalobotnet50ts_256', 'lcnet_035', 'lcnet_050', 'lcnet_075', 'lcnet_100', 'lcnet_150', 'legacy_senet154', 'legacy_seresnet18', 'legacy_seresnet34', 'legacy_seresnet50', 'legacy_seresnet101', 'legacy_seresnet152', 'legacy_seresnext26_32x4d', 'legacy_seresnext50_32x4d', 'legacy_seresnext101_32x4d', 'legacy_xception', 'levit_128', 'levit_128s', 'levit_192', 'levit_256', 'levit_256d', 'levit_384', 'levit_384_s8', 'levit_512', 'levit_512_s8', 'levit_512d', 'levit_conv_128', 'levit_conv_128s', 'levit_conv_192', 'levit_conv_256', 'levit_conv_256d', 'levit_conv_384', 'levit_conv_384_s8', 'levit_conv_512', 'levit_conv_512_s8', 'levit_conv_512d', 'mambaout_base', 'mambaout_base_plus_rw', 'mambaout_base_short_rw', 'mambaout_base_tall_rw', 'mambaout_base_wide_rw', 'mambaout_femto', 'mambaout_kobe', 'mambaout_small', 'mambaout_small_rw', 'mambaout_tiny', 'maxvit_base_tf_224', 'maxvit_base_tf_384', 'maxvit_base_tf_512', 'maxvit_large_tf_224', 'maxvit_large_tf_384', 'maxvit_large_tf_512', 'maxvit_nano_rw_256', 'maxvit_pico_rw_256', 'maxvit_rmlp_base_rw_224', 'maxvit_rmlp_base_rw_384', 'maxvit_rmlp_nano_rw_256', 'maxvit_rmlp_pico_rw_256', 'maxvit_rmlp_small_rw_224', 'maxvit_rmlp_small_rw_256', 'maxvit_rmlp_tiny_rw_256', 'maxvit_small_tf_224', 'maxvit_small_tf_384', 'maxvit_small_tf_512', 'maxvit_tiny_pm_256', 'maxvit_tiny_rw_224', 'maxvit_tiny_rw_256', 'maxvit_tiny_tf_224', 'maxvit_tiny_tf_384', 'maxvit_tiny_tf_512', 'maxvit_xlarge_tf_224', 'maxvit_xlarge_tf_384', 'maxvit_xlarge_tf_512', 'maxxvit_rmlp_nano_rw_256', 'maxxvit_rmlp_small_rw_256', 'maxxvit_rmlp_tiny_rw_256', 'maxxvitv2_nano_rw_256', 'maxxvitv2_rmlp_base_rw_224', 'maxxvitv2_rmlp_base_rw_384', 'maxxvitv2_rmlp_large_rw_224', 'mixer_b16_224', 'mixer_b32_224', 'mixer_l16_224', 'mixer_l32_224', 'mixer_s16_224', 'mixer_s32_224', 'mixnet_l', 'mixnet_m', 'mixnet_s', 'mixnet_xl', 'mixnet_xxl', 'mnasnet_050', 'mnasnet_075', 'mnasnet_100', 'mnasnet_140', 'mnasnet_small', 'mobilenet_edgetpu_100', 'mobilenet_edgetpu_v2_l', 'mobilenet_edgetpu_v2_m', 'mobilenet_edgetpu_v2_s', 'mobilenet_edgetpu_v2_xs', 'mobilenetv1_100', 'mobilenetv1_100h', 'mobilenetv1_125', 'mobilenetv2_035', 'mobilenetv2_050', 'mobilenetv2_075', 'mobilenetv2_100', 'mobilenetv2_110d', 'mobilenetv2_120d', 'mobilenetv2_140', 'mobilenetv3_large_075', 'mobilenetv3_large_100', 'mobilenetv3_large_150d', 'mobilenetv3_rw', 'mobilenetv3_small_050', 'mobilenetv3_small_075', 'mobilenetv3_small_100', 'mobilenetv4_conv_aa_large', 'mobilenetv4_conv_aa_medium', 'mobilenetv4_conv_blur_medium', 'mobilenetv4_conv_large', 'mobilenetv4_conv_medium', 'mobilenetv4_conv_small', 'mobilenetv4_conv_small_035', 'mobilenetv4_conv_small_050', 'mobilenetv4_hybrid_large', 'mobilenetv4_hybrid_large_075', 'mobilenetv4_hybrid_medium', 'mobilenetv4_hybrid_medium_075', 'mobilenetv5_300m', 'mobilenetv5_300m_enc', 'mobilenetv5_base', 'mobileone_s0', 'mobileone_s1', 'mobileone_s2', 'mobileone_s3', 'mobileone_s4', 'mobilevit_s', 'mobilevit_xs', 'mobilevit_xxs', 'mobilevitv2_050', 'mobilevitv2_075', 'mobilevitv2_100', 'mobilevitv2_125', 'mobilevitv2_150', 'mobilevitv2_175', 'mobilevitv2_200', 'mvitv2_base', 'mvitv2_base_cls', 'mvitv2_huge_cls', 'mvitv2_large', 'mvitv2_large_cls', 'mvitv2_small', 'mvitv2_small_cls', 'mvitv2_tiny', 'naflexvit_base_patch16_gap', 'naflexvit_base_patch16_map', 'naflexvit_base_patch16_par_gap', 'naflexvit_base_patch16_parfac_gap', 'naflexvit_base_patch16_siglip', 'naflexvit_so150m2_patch16_reg1_gap', 'naflexvit_so150m2_patch16_reg1_map', 'naflexvit_so400m_patch16_siglip', 'nasnetalarge', 'nest_base', 'nest_base_jx', 'nest_small', 'nest_small_jx', 'nest_tiny', 'nest_tiny_jx', 'nextvit_base', 'nextvit_large', 'nextvit_small', 'nf_ecaresnet26', 'nf_ecaresnet50', 'nf_ecaresnet101', 'nf_regnet_b0', 'nf_regnet_b1', 'nf_regnet_b2', 'nf_regnet_b3', 'nf_regnet_b4', 'nf_regnet_b5', 'nf_resnet26', 'nf_resnet50', 'nf_resnet101', 'nf_seresnet26', 'nf_seresnet50', 'nf_seresnet101', 'nfnet_f0', 'nfnet_f1', 'nfnet_f2', 'nfnet_f3', 'nfnet_f4', 'nfnet_f5', 'nfnet_f6', 'nfnet_f7', 'nfnet_l0', 'pit_b_224', 'pit_b_distilled_224', 'pit_s_224', 'pit_s_distilled_224', 'pit_ti_224', 'pit_ti_distilled_224', 'pit_xs_224', 'pit_xs_distilled_224', 'pnasnet5large', 'poolformer_m36', 'poolformer_m48', 'poolformer_s12', 'poolformer_s24', 'poolformer_s36', 'poolformerv2_m36', 'poolformerv2_m48', 'poolformerv2_s12', 'poolformerv2_s24', 'poolformerv2_s36', 'prithvi_swin_B', 'prithvi_swin_L', 'pvt_v2_b0', 'pvt_v2_b1', 'pvt_v2_b2', 'pvt_v2_b2_li', 'pvt_v2_b3', 'pvt_v2_b4', 'pvt_v2_b5', 'rdnet_base', 'rdnet_large', 'rdnet_small', 'rdnet_tiny', 'regnetv_040', 'regnetv_064', 'regnetx_002', 'regnetx_004', 'regnetx_004_tv', 'regnetx_006', 'regnetx_008', 'regnetx_016', 'regnetx_032', 'regnetx_040', 'regnetx_064', 'regnetx_080', 'regnetx_120', 'regnetx_160', 'regnetx_320', 'regnety_002', 'regnety_004', 'regnety_006', 'regnety_008', 'regnety_008_tv', 'regnety_016', 'regnety_032', 'regnety_040', 'regnety_040_sgn', 'regnety_064', 'regnety_080', 'regnety_080_tv', 'regnety_120', 'regnety_160', 'regnety_320', 'regnety_640', 'regnety_1280', 'regnety_2560', 'regnetz_005', 'regnetz_040', 'regnetz_040_h', 'regnetz_b16', 'regnetz_b16_evos', 'regnetz_c16', 'regnetz_c16_evos', 'regnetz_d8', 'regnetz_d8_evos', 'regnetz_d32', 'regnetz_e8', 'repghostnet_050', 'repghostnet_058', 'repghostnet_080', 'repghostnet_100', 'repghostnet_111', 'repghostnet_130', 'repghostnet_150', 'repghostnet_200', 'repvgg_a0', 'repvgg_a1', 'repvgg_a2', 'repvgg_b0', 'repvgg_b1', 'repvgg_b1g4', 'repvgg_b2', 'repvgg_b2g4', 'repvgg_b3', 'repvgg_b3g4', 'repvgg_d2se', 'repvit_m0_9', 'repvit_m1', 'repvit_m1_0', 'repvit_m1_1', 'repvit_m1_5', 'repvit_m2', 'repvit_m2_3', 'repvit_m3', 'res2net50_14w_8s', 'res2net50_26w_4s', 'res2net50_26w_6s', 'res2net50_26w_8s', 'res2net50_48w_2s', 'res2net50d', 'res2net101_26w_4s', 'res2net101d', 'res2next50', 'resmlp_12_224', 'resmlp_24_224', 'resmlp_36_224', 'resmlp_big_24_224', 'resnest14d', 'resnest26d', 'resnest50d', 'resnest50d_1s4x24d', 'resnest50d_4s2x40d', 'resnest101e', 'resnest200e', 'resnest269e', 'resnet10t', 'resnet14t', 'resnet18', 'resnet18d', 'resnet26', 'resnet26d', 'resnet26t', 'resnet32ts', 'resnet33ts', 'resnet34', 'resnet34d', 'resnet50', 'resnet50_clip', 'resnet50_clip_gap', 'resnet50_gn', 'resnet50_mlp', 'resnet50c', 'resnet50d', 'resnet50s', 'resnet50t', 'resnet50x4_clip', 'resnet50x4_clip_gap', 'resnet50x16_clip', 'resnet50x16_clip_gap', 'resnet50x64_clip', 'resnet50x64_clip_gap', 'resnet51q', 'resnet61q', 'resnet101', 'resnet101_clip', 'resnet101_clip_gap', 'resnet101c', 'resnet101d', 'resnet101s', 'resnet152', 'resnet152c', 'resnet152d', 'resnet152s', 'resnet200', 'resnet200d', 'resnetaa34d', 'resnetaa50', 'resnetaa50d', 'resnetaa101d', 'resnetblur18', 'resnetblur50', 'resnetblur50d', 'resnetblur101d', 'resnetrs50', 'resnetrs101', 'resnetrs152', 'resnetrs200', 'resnetrs270', 'resnetrs350', 'resnetrs420', 'resnetv2_18', 'resnetv2_18d', 'resnetv2_34', 'resnetv2_34d', 'resnetv2_50', 'resnetv2_50d', 'resnetv2_50d_evos', 'resnetv2_50d_frn', 'resnetv2_50d_gn', 'resnetv2_50t', 'resnetv2_50x1_bit', 'resnetv2_50x3_bit', 'resnetv2_101', 'resnetv2_101d', 'resnetv2_101x1_bit', 'resnetv2_101x3_bit', 'resnetv2_152', 'resnetv2_152d', 'resnetv2_152x2_bit', 'resnetv2_152x4_bit', 'resnext26ts', 'resnext50_32x4d', 'resnext50d_32x4d', 'resnext101_32x4d', 'resnext101_32x8d', 'resnext101_32x16d', 'resnext101_32x32d', 'resnext101_64x4d', 'rexnet_100', 'rexnet_130', 'rexnet_150', 'rexnet_200', 'rexnet_300', 'rexnetr_100', 'rexnetr_130', 'rexnetr_150', 'rexnetr_200', 'rexnetr_300', 'sam2_hiera_base_plus', 'sam2_hiera_large', 'sam2_hiera_small', 'sam2_hiera_tiny', 'samvit_base_patch16', 'samvit_base_patch16_224', 'samvit_huge_patch16', 'samvit_large_patch16', 'sebotnet33ts_256', 'sedarknet21', 'sehalonet33ts', 'selecsls42', 'selecsls42b', 'selecsls60', 'selecsls60b', 'selecsls84', 'semnasnet_050', 'semnasnet_075', 'semnasnet_100', 'semnasnet_140', 'senet154', 'sequencer2d_l', 'sequencer2d_m', 'sequencer2d_s', 'seresnet18', 'seresnet33ts', 'seresnet34', 'seresnet50', 'seresnet50t', 'seresnet101', 'seresnet152', 'seresnet152d', 'seresnet200d', 'seresnet269d', 'seresnetaa50d', 'seresnext26d_32x4d', 'seresnext26t_32x4d', 'seresnext26ts', 'seresnext50_32x4d', 'seresnext101_32x4d', 'seresnext101_32x8d', 'seresnext101_64x4d', 'seresnext101d_32x8d', 'seresnextaa101d_32x8d', 'seresnextaa201d_32x8d', 'shvit_s1', 'shvit_s2', 'shvit_s3', 'shvit_s4', 'skresnet18', 'skresnet34', 'skresnet50', 'skresnet50d', 'skresnext50_32x4d', 'spnasnet_100', 'starnet_s1', 'starnet_s2', 'starnet_s3', 'starnet_s4', 'starnet_s050', 'starnet_s100', 'starnet_s150', 'swiftformer_l1', 'swiftformer_l3', 'swiftformer_s', 'swiftformer_xs', 'swin_base_patch4_window7_224', 'swin_base_patch4_window12_384', 'swin_large_patch4_window7_224', 'swin_large_patch4_window12_384', 'swin_s3_base_224', 'swin_s3_small_224', 'swin_s3_tiny_224', 'swin_small_patch4_window7_224', 'swin_tiny_patch4_window7_224', 'swinv2_base_window8_256', 'swinv2_base_window12_192', 'swinv2_base_window12to16_192to256', 'swinv2_base_window12to24_192to384', 'swinv2_base_window16_256', 'swinv2_cr_base_224', 'swinv2_cr_base_384', 'swinv2_cr_base_ns_224', 'swinv2_cr_giant_224', 'swinv2_cr_giant_384', 'swinv2_cr_huge_224', 'swinv2_cr_huge_384', 'swinv2_cr_large_224', 'swinv2_cr_large_384', 'swinv2_cr_small_224', 'swinv2_cr_small_384', 'swinv2_cr_small_ns_224', 'swinv2_cr_small_ns_256', 'swinv2_cr_tiny_224', 'swinv2_cr_tiny_384', 'swinv2_cr_tiny_ns_224', 'swinv2_large_window12_192', 'swinv2_large_window12to16_192to256', 'swinv2_large_window12to24_192to384', 'swinv2_small_window8_256', 'swinv2_small_window16_256', 'swinv2_tiny_window8_256', 'swinv2_tiny_window16_256', 'test_byobnet', 'test_convnext', 'test_convnext2', 'test_convnext3', 'test_efficientnet', 'test_efficientnet_evos', 'test_efficientnet_gn', 'test_efficientnet_ln', 'test_mambaout', 'test_nfnet', 'test_resnet', 'test_vit', 'test_vit2', 'test_vit3', 'test_vit4', 'tf_efficientnet_b0', 'tf_efficientnet_b1', 'tf_efficientnet_b2', 'tf_efficientnet_b3', 'tf_efficientnet_b4', 'tf_efficientnet_b5', 'tf_efficientnet_b6', 'tf_efficientnet_b7', 'tf_efficientnet_b8', 'tf_efficientnet_cc_b0_4e', 'tf_efficientnet_cc_b0_8e', 'tf_efficientnet_cc_b1_8e', 'tf_efficientnet_el', 'tf_efficientnet_em', 'tf_efficientnet_es', 'tf_efficientnet_l2', 'tf_efficientnet_lite0', 'tf_efficientnet_lite1', 'tf_efficientnet_lite2', 'tf_efficientnet_lite3', 'tf_efficientnet_lite4', 'tf_efficientnetv2_b0', 'tf_efficientnetv2_b1', 'tf_efficientnetv2_b2', 'tf_efficientnetv2_b3', 'tf_efficientnetv2_l', 'tf_efficientnetv2_m', 'tf_efficientnetv2_s', 'tf_efficientnetv2_xl', 'tf_mixnet_l', 'tf_mixnet_m', 'tf_mixnet_s', 'tf_mobilenetv3_large_075', 'tf_mobilenetv3_large_100', 'tf_mobilenetv3_large_minimal_100', 'tf_mobilenetv3_small_075', 'tf_mobilenetv3_small_100', 'tf_mobilenetv3_small_minimal_100', 'tiny_vit_5m_224', 'tiny_vit_11m_224', 'tiny_vit_21m_224', 'tiny_vit_21m_384', 'tiny_vit_21m_512', 'tinynet_a', 'tinynet_b', 'tinynet_c', 'tinynet_d', 'tinynet_e', 'tnt_b_patch16_224', 'tnt_s_legacy_patch16_224', 'tnt_s_patch16_224', 'tresnet_l', 'tresnet_m', 'tresnet_v2_l', 'tresnet_xl', 'twins_pcpvt_base', 'twins_pcpvt_large', 'twins_pcpvt_small', 'twins_svt_base', 'twins_svt_large', 'twins_svt_small', 'vgg11', 'vgg11_bn', 'vgg13', 'vgg13_bn', 'vgg16', 'vgg16_bn', 'vgg19', 'vgg19_bn', 'visformer_small', 'visformer_tiny', 'vit_base_mci_224', 'vit_base_patch8_224', 'vit_base_patch14_dinov2', 'vit_base_patch14_reg4_dinov2', 'vit_base_patch16_18x2_224', 'vit_base_patch16_224', 'vit_base_patch16_224_miil', 'vit_base_patch16_384', 'vit_base_patch16_clip_224', 'vit_base_patch16_clip_384', 'vit_base_patch16_clip_quickgelu_224', 'vit_base_patch16_gap_224', 'vit_base_patch16_plus_240', 'vit_base_patch16_plus_clip_240', 'vit_base_patch16_reg4_gap_256', 'vit_base_patch16_rope_224', 'vit_base_patch16_rope_ape_224', 'vit_base_patch16_rope_mixed_224', 'vit_base_patch16_rope_mixed_ape_224', 'vit_base_patch16_rope_reg1_gap_256', 'vit_base_patch16_rpn_224', 'vit_base_patch16_siglip_224', 'vit_base_patch16_siglip_256', 'vit_base_patch16_siglip_384', 'vit_base_patch16_siglip_512', 'vit_base_patch16_siglip_gap_224', 'vit_base_patch16_siglip_gap_256', 'vit_base_patch16_siglip_gap_384', 'vit_base_patch16_siglip_gap_512', 'vit_base_patch16_xp_224', 'vit_base_patch32_224', 'vit_base_patch32_384', 'vit_base_patch32_clip_224', 'vit_base_patch32_clip_256', 'vit_base_patch32_clip_384', 'vit_base_patch32_clip_448', 'vit_base_patch32_clip_quickgelu_224', 'vit_base_patch32_plus_256', 'vit_base_patch32_siglip_256', 'vit_base_patch32_siglip_gap_256', 'vit_base_r26_s32_224', 'vit_base_r50_s16_224', 'vit_base_r50_s16_384', 'vit_base_resnet26d_224', 'vit_base_resnet50d_224', 'vit_betwixt_patch16_gap_256', 'vit_betwixt_patch16_reg1_gap_256', 'vit_betwixt_patch16_reg4_gap_256', 'vit_betwixt_patch16_reg4_gap_384', 'vit_betwixt_patch16_rope_reg4_gap_256', 'vit_betwixt_patch32_clip_224', 'vit_giant_patch14_224', 'vit_giant_patch14_clip_224', 'vit_giant_patch14_dinov2', 'vit_giant_patch14_reg4_dinov2', 'vit_giant_patch16_gap_224', 'vit_giantopt_patch16_siglip_256', 'vit_giantopt_patch16_siglip_384', 'vit_giantopt_patch16_siglip_gap_256', 'vit_giantopt_patch16_siglip_gap_384', 'vit_gigantic_patch14_224', 'vit_gigantic_patch14_clip_224', 'vit_gigantic_patch14_clip_quickgelu_224', 'vit_huge_patch14_224', 'vit_huge_patch14_clip_224', 'vit_huge_patch14_clip_336', 'vit_huge_patch14_clip_378', 'vit_huge_patch14_clip_quickgelu_224', 'vit_huge_patch14_clip_quickgelu_378', 'vit_huge_patch14_gap_224', 'vit_huge_patch14_xp_224', 'vit_huge_patch16_gap_448', 'vit_intern300m_patch14_448', 'vit_large_patch14_224', 'vit_large_patch14_clip_224', 'vit_large_patch14_clip_336', 'vit_large_patch14_clip_quickgelu_224', 'vit_large_patch14_clip_quickgelu_336', 'vit_large_patch14_dinov2', 'vit_large_patch14_reg4_dinov2', 'vit_large_patch14_xp_224', 'vit_large_patch16_224', 'vit_large_patch16_384', 'vit_large_patch16_rope_224', 'vit_large_patch16_rope_ape_224', 'vit_large_patch16_rope_mixed_224', 'vit_large_patch16_rope_mixed_ape_224', 'vit_large_patch16_siglip_256', 'vit_large_patch16_siglip_384', 'vit_large_patch16_siglip_512', 'vit_large_patch16_siglip_gap_256', 'vit_large_patch16_siglip_gap_384', 'vit_large_patch16_siglip_gap_512', 'vit_large_patch32_224', 'vit_large_patch32_384', 'vit_large_r50_s32_224', 'vit_large_r50_s32_384', 'vit_little_patch16_reg1_gap_256', 'vit_little_patch16_reg4_gap_256', 'vit_medium_patch16_clip_224', 'vit_medium_patch16_gap_240', 'vit_medium_patch16_gap_256', 'vit_medium_patch16_gap_384', 'vit_medium_patch16_reg1_gap_256', 'vit_medium_patch16_reg4_gap_256', 'vit_medium_patch16_rope_reg1_gap_256', 'vit_medium_patch32_clip_224', 'vit_mediumd_patch16_reg4_gap_256', 'vit_mediumd_patch16_reg4_gap_384', 'vit_mediumd_patch16_rope_reg1_gap_256', 'vit_pe_core_base_patch16_224', 'vit_pe_core_gigantic_patch14_448', 'vit_pe_core_large_patch14_336', 'vit_pe_core_small_patch16_384', 'vit_pe_core_tiny_patch16_384', 'vit_pe_lang_gigantic_patch14_448', 'vit_pe_lang_large_patch14_448', 'vit_pe_spatial_base_patch16_512', 'vit_pe_spatial_gigantic_patch14_448', 'vit_pe_spatial_large_patch14_448', 'vit_pe_spatial_small_patch16_512', 'vit_pe_spatial_tiny_patch16_512', 'vit_pwee_patch16_reg1_gap_256', 'vit_relpos_base_patch16_224', 'vit_relpos_base_patch16_cls_224', 'vit_relpos_base_patch16_clsgap_224', 'vit_relpos_base_patch16_plus_240', 'vit_relpos_base_patch16_rpn_224', 'vit_relpos_base_patch32_plus_rpn_256', 'vit_relpos_medium_patch16_224', 'vit_relpos_medium_patch16_cls_224', 'vit_relpos_medium_patch16_rpn_224', 'vit_relpos_small_patch16_224', 'vit_relpos_small_patch16_rpn_224', 'vit_small_patch8_224', 'vit_small_patch14_dinov2', 'vit_small_patch14_reg4_dinov2', 'vit_small_patch16_18x2_224', 'vit_small_patch16_36x1_224', 'vit_small_patch16_224', 'vit_small_patch16_384', 'vit_small_patch16_rope_224', 'vit_small_patch16_rope_ape_224', 'vit_small_patch16_rope_mixed_224', 'vit_small_patch16_rope_mixed_ape_224', 'vit_small_patch32_224', 'vit_small_patch32_384', 'vit_small_r26_s32_224', 'vit_small_r26_s32_384', 'vit_small_resnet26d_224', 'vit_small_resnet50d_s16_224', 'vit_so150m2_patch16_reg1_gap_256', 'vit_so150m2_patch16_reg1_gap_384', 'vit_so150m2_patch16_reg1_gap_448', 'vit_so150m_patch16_reg4_gap_256', 'vit_so150m_patch16_reg4_gap_384', 'vit_so150m_patch16_reg4_map_256', 'vit_so400m_patch14_siglip_224', 'vit_so400m_patch14_siglip_378', 'vit_so400m_patch14_siglip_384', 'vit_so400m_patch14_siglip_gap_224', 'vit_so400m_patch14_siglip_gap_378', 'vit_so400m_patch14_siglip_gap_384', 'vit_so400m_patch14_siglip_gap_448', 'vit_so400m_patch14_siglip_gap_896', 'vit_so400m_patch16_siglip_256', 'vit_so400m_patch16_siglip_384', 'vit_so400m_patch16_siglip_512', 'vit_so400m_patch16_siglip_gap_256', 'vit_so400m_patch16_siglip_gap_384', 'vit_so400m_patch16_siglip_gap_512', 'vit_srelpos_medium_patch16_224', 'vit_srelpos_small_patch16_224', 'vit_tiny_patch16_224', 'vit_tiny_patch16_384', 'vit_tiny_r_s16_p8_224', 'vit_tiny_r_s16_p8_384', 'vit_wee_patch16_reg1_gap_256', 'vit_xsmall_patch16_clip_224', 'vitamin_base_224', 'vitamin_large2_224', 'vitamin_large2_256', 'vitamin_large2_336', 'vitamin_large2_384', 'vitamin_large_224', 'vitamin_large_256', 'vitamin_large_336', 'vitamin_large_384', 'vitamin_small_224', 'vitamin_xlarge_256', 'vitamin_xlarge_336', 'vitamin_xlarge_384', 'volo_d1_224', 'volo_d1_384', 'volo_d2_224', 'volo_d2_384', 'volo_d3_224', 'volo_d3_448', 'volo_d4_224', 'volo_d4_448', 'volo_d5_224', 'volo_d5_448', 'volo_d5_512', 'vovnet39a', 'vovnet57a', 'wide_resnet50_2', 'wide_resnet101_2', 'xception41', 'xception41p', 'xception65', 'xception65p', 'xception71', 'xcit_large_24_p8_224', 'xcit_large_24_p8_384', 'xcit_large_24_p16_224', 'xcit_large_24_p16_384', 'xcit_medium_24_p8_224', 'xcit_medium_24_p8_384', 'xcit_medium_24_p16_224', 'xcit_medium_24_p16_384', 'xcit_nano_12_p8_224', 'xcit_nano_12_p8_384', 'xcit_nano_12_p16_224', 'xcit_nano_12_p16_384', 'xcit_small_12_p8_224', 'xcit_small_12_p8_384', 'xcit_small_12_p16_224', 'xcit_small_12_p16_384', 'xcit_small_24_p8_224', 'xcit_small_24_p8_384', 'xcit_small_24_p16_224', 'xcit_small_24_p16_384', 'xcit_tiny_12_p8_224', 'xcit_tiny_12_p8_384', 'xcit_tiny_12_p16_224', 'xcit_tiny_12_p16_384', 'xcit_tiny_24_p8_224', 'xcit_tiny_24_p8_384', 'xcit_tiny_24_p16_224', 'xcit_tiny_24_p16_384']# For exmaple, list out the different prithvi models available
print([mod for mod in BACKBONE_REGISTRY._sources["terratorch"] if 'prithvi' in mod])['prithvi_eo_tiny', 'prithvi_eo_v1_100', 'prithvi_eo_v2_tiny_tl', 'prithvi_eo_v2_100_tl', 'prithvi_eo_v2_300', 'prithvi_eo_v2_600', 'prithvi_eo_v2_300_tl', 'prithvi_eo_v2_600_tl']Pick a decoder from the registry
from terratorch.registry import DECODER_REGISTRY
# List all the available backbones from different sources:
for name, source in DECODER_REGISTRY._sources.items():
print(f"\n=== {name} ===")
print(list(source))
=== terratorch ===
['ASPPModule', 'ASPPHead', 'ASPPSegmentationHead', 'ASPPRegressionHead', 'FCNDecoder', 'IdentityDecoder', 'LinearDecoder', 'MLPDecoder', 'SatMAEHead', 'UNetDecoder', 'UperNetDecoder']
=== smp ===
['PSPNet', 'Linknet', 'PAN', 'Segformer', 'Unet', 'DeepLabV3', 'UnetPlusPlus', 'UPerNet', 'DeepLabV3Plus', 'FPN', 'MAnet']Define your Task
from terratorch.tasks import ClassificationTask
?ClassificationTaskInit signature: ClassificationTask( model_args: dict, model_factory: str | None = None, model: torch.nn.modules.module.Module | None = None, loss: str = 'ce', aux_heads: list[terratorch.models.model.AuxiliaryHead] | None = None, aux_loss: dict[str, float] | None = None, class_weights: list[float] | None = None, ignore_index: int | None = None, lr: float = 0.001, optimizer: str | None = None, optimizer_hparams: dict | None = None, scheduler: str | None = None, scheduler_hparams: dict | None = None, freeze_backbone: bool = False, freeze_decoder: bool = False, freeze_head: bool = False, class_names: list[str] | None = None, test_dataloaders_names: list[str] | None = None, lr_overrides: dict[str, float] | None = None, path_to_record_metrics: str = None, ) -> None Docstring: Classification Task that accepts models from a range of sources. This class is analog in functionality to the class ClassificationTask defined by torchgeo. However, it has some important differences: - Accepts the specification of a model factory - Logs metrics per class - Does not have any callbacks by default (TorchGeo tasks do early stopping by default) - Allows the setting of optimizers in the constructor - It provides mIoU with both Micro and Macro averaging - Allows to evaluate on multiple test dataloaders .. note:: * 'Micro' averaging suits overall performance evaluation but may not reflect minority class accuracy. * 'Macro' averaging gives equal weight to each class, useful for balanced performance assessment across imbalanced classes. Init docstring: Constructor Args: Defaults to None. model_args (Dict): Arguments passed to the model factory. model_factory (str, optional): ModelFactory class to be used to instantiate the model. Is ignored when model is provided. model (torch.nn.Module, optional): Custom model. loss (str, optional): Loss to be used. Currently, supports 'ce', 'jaccard' or 'focal' loss. Defaults to "ce". aux_loss (dict[str, float] | None, optional): Auxiliary loss weights. Should be a dictionary where the key is the name given to the loss and the value is the weight to be applied to that loss. The name of the loss should match the key in the dictionary output by the model's forward method containing that output. Defaults to None. class_weights (Union[list[float], None], optional): List of class weights to be applied to the loss. class_weights (list[float] | None, optional): List of class weights to be applied to the loss. Defaults to None. ignore_index (int | None, optional): Label to ignore in the loss computation. Defaults to None. lr (float, optional): Learning rate to be used. Defaults to 0.001. optimizer (str | None, optional): Name of optimizer class from torch.optim to be used. If None, will use Adam. Defaults to None. Overriden by config / cli specification through LightningCLI. optimizer_hparams (dict | None): Parameters to be passed for instantiation of the optimizer. Overriden by config / cli specification through LightningCLI. scheduler (str, optional): Name of Torch scheduler class from torch.optim.lr_scheduler to be used (e.g. ReduceLROnPlateau). Defaults to None. Overriden by config / cli specification through LightningCLI. scheduler_hparams (dict | None): Parameters to be passed for instantiation of the scheduler. Overriden by config / cli specification through LightningCLI. freeze_backbone (bool, optional): Whether to freeze the backbone. Defaults to False. freeze_decoder (bool, optional): Whether to freeze the decoder. Defaults to False. freeze_head (bool, optional): Whether to freeze the segmentation_head. Defaults to False. class_names (list[str] | None, optional): List of class names passed to metrics for better naming. Defaults to numeric ordering. test_dataloaders_names (list[str] | None, optional): Names used to differentiate metrics when multiple dataloaders are returned by test_dataloader in the datamodule. Defaults to None, which assumes only one test dataloader is used. lr_overrides (dict[str, float] | None, optional): Dictionary to override the default lr in specific parameters. The key should be a substring of the parameter names (it will check the substring is contained in the parameter name)and the value should be the new lr. Defaults to None. path_to_record_metrics (str): A path to save the file containing the metrics log. File: /home/g288kc/miniforge/envs/geoAI/lib/python3.11/site-packages/terratorch/tasks/classification_tasks.py Type: ABCMeta Subclasses: MultiLabelClassificationTask
import torch
from terratorch.tasks import ClassificationTask
task = ClassificationTask(
model_factory="EncoderDecoderFactory",
model_args={
"backbone": "prithvi_eo_v1_100",
"backbone_pretrained": True, # load pretrained weights
"decoder": "FCNDecoder",
"num_classes": 10,
},
loss="ce",
optimizer="AdamW",
lr=1e-4,
freeze_backbone=True
)WARNING:root:Decoder FCNDecoder does not have an `includes_head` attribute. Falling back to the value of the registry.Trainer
from lightning.pytorch import Trainer
from lightning.pytorch.callbacks import EarlyStopping, LearningRateMonitor, ModelCheckpoint, RichProgressBar
# saves best model and last model.
checkpoint_callback = ModelCheckpoint(monitor=task.monitor, save_top_k=1, save_last=True)
# stops training if validation metric stops improving.
early_stopping_callback = EarlyStopping(monitor=task.monitor, min_delta=0.00, patience=20)
# Check your progress and results during training using Weights and Biases.
# You'll have to make an account but it's very useful.
# Just click the link it gives you to watch your training progress plotted in real time.
from lightning.pytorch.loggers import WandbLogger
wandb_logger = WandbLogger(log_model="all")
trainer = Trainer(
devices=1, # Number of GPUs. Interactive mode recommended with 1 device
precision="16-mixed", # Use 16-bit floats as opposed to 32-bit (higher precision) when it's safe to save on time and memory
callbacks=[
RichProgressBar(),
checkpoint_callback,
early_stopping_callback,
LearningRateMonitor(logging_interval="epoch"),
],
logger=wandb_logger,
max_epochs=100, # Train for up to 100 epochs
default_root_dir='output/tutorial', # where checkpoints/logs go.
log_every_n_steps=1,
check_val_every_n_epoch=1 # How frequently to calcualte validation performance
)
_ = trainer.fit(model=task, datamodule=datamodule)/home/g288kc/miniforge/envs/geoAI/lib/python3.11/site-packages/lightning/fabric/plugins/environments/slurm.py:204: The `srun` command is available on your system but is not used. HINT: If your intention is to run Lightning on SLURM, prepend your python command with `srun` like so: srun python /home/g288kc/miniforge/envs/geoAI/lib/python3.11/sit ...
Using 16bit Automatic Mixed Precision (AMP)
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
HPU available: False, using: 0 HPUs
/home/g288kc/miniforge/envs/geoAI/lib/python3.11/site-packages/lightning/pytorch/loggers/wandb.py:397: There is a wandb run already in progress and newly created instances of `WandbLogger` will reuse this run. If this is not desired, call `wandb.finish()` before instantiating `WandbLogger`.
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]βββββ³ββββββββββββββββ³ββββββββββββββββββββ³βββββββββ³ββββββββ β β Name β Type β Params β Mode β β‘βββββββββββββββββββββββββββββββββββββββββββββββββββββββββ© β 0 β model β ScalarOutputModel β 90.2 M β train β β 1 β criterion β CrossEntropyLoss β 0 β train β β 2 β train_metrics β MetricCollection β 0 β train β β 3 β val_metrics β MetricCollection β 0 β train β β 4 β test_metrics β ModuleList β 0 β train β βββββ΄ββββββββββββββββ΄ββββββββββββββββββββ΄βββββββββ΄ββββββββ
Trainable params: 3.9 M Non-trainable params: 86.2 M Total params: 90.2 M Total estimated model params size (MB): 360 Modules in train mode: 335 Modules in eval mode: 0
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/home/g288kc/miniforge/envs/geoAI/lib/python3.11/site-packages/torchmetrics/utilities/prints.py:43: UserWarning: The ``compute`` method of metric MulticlassF1Score was called before the ``update`` method which may lead to errors, as metric states have not yet been updated. warnings.warn(*args, **kwargs)
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ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13
ERROR:PIL.TiffImagePlugin:More samples per pixel than can be decoded: 13