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demo

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demo

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examples
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README.md

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app.py

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model.pt
Detected Pickle imports (150)
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- "__torch__.torch.nn.modules.linear.___torch_mangle_62.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_104.Identity",
- "__torch__.timm.layers.mlp.___torch_mangle_97.Mlp",
- "__torch__.torch.nn.modules.conv.Conv2d",
- "__torch__.torch.nn.modules.linear.___torch_mangle_36.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_61.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_120.Identity",
- "__torch__.timm.models.vision_transformer.___torch_mangle_66.Attention",
- "__torch__.torch.nn.modules.linear.___torch_mangle_15.Identity",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_14.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_64.Linear",
- "__torch__.timm.models.vision_transformer.VisionTransformer",
- "__torch__.torch.nn.modules.linear.___torch_mangle_22.Linear",
- "__torch__.torch.nn.modules.linear.___torch_mangle_91.Linear",
- "__torch__.torch.nn.modules.linear.___torch_mangle_18.Linear",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_117.Dropout",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_86.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_109.Identity",
- "torch._utils._rebuild_tensor_v2",
- "__torch__.timm.layers.mlp.___torch_mangle_55.Mlp",
- "__torch__.timm.models.vision_transformer.___torch_mangle_108.Attention",
- "__torch__.torch.nn.modules.linear.___torch_mangle_60.Linear",
- "__torch__.torch.nn.modules.linear.___torch_mangle_20.Identity",
- "__torch__.torch.nn.modules.linear.Linear",
- "__torch__.torchmetrics.classification.accuracy.___torch_mangle_127.MulticlassAccuracy",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_17.LayerNorm",
- "__torch__.torch.nn.modules.linear.___torch_mangle_31.Identity",
- "__torch__.torchmetrics.classification.accuracy.MulticlassAccuracy",
- "__torch__.torch.nn.modules.linear.___torch_mangle_12.Identity",
- "__torch__.torch.nn.modules.container.Sequential",
- "__torch__.torch.nn.modules.linear.___torch_mangle_106.Linear",
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- "__torch__.torch.nn.modules.linear.___torch_mangle_81.Linear",
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- "__torch__.torch.nn.modules.dropout.___torch_mangle_54.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_112.Linear",
- "__torch__.torch.nn.modules.linear.___torch_mangle_125.Linear",
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- "__torch__.torch.nn.modules.linear.___torch_mangle_13.Linear",
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- "__torch__.torch.nn.modules.activation.___torch_mangle_29.GELU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_82.Identity",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_122.LayerNorm",
- "__torch__.torch.nn.modules.linear.___torch_mangle_73.Identity",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_65.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_7.Identity",
- "torch.FloatStorage",
- "__torch__.torch.nn.modules.linear.___torch_mangle_119.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_99.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_115.Identity",
- "__torch__.torch.nn.modules.activation.GELU",
- "__torch__.timm.models.vision_transformer.___torch_mangle_121.Block",
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- "__torch__.torch.nn.modules.dropout.___torch_mangle_30.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_98.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_39.Linear",
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- "__torch__.torch.nn.modules.linear.___torch_mangle_10.Linear",
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- "__torch__.torch.nn.modules.dropout.___torch_mangle_11.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_47.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_56.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_2.Identity",
- "__torch__.timm.models.vision_transformer.___torch_mangle_87.Attention",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_96.Dropout",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_21.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_5.Linear",
- "__torch__.torch.nn.modules.linear.___torch_mangle_70.Linear",
- "__torch__.torch.nn.modules.activation.___torch_mangle_92.GELU",
- "__torch__.torchmetrics.aggregation.MaxMetric",
- "__torch__.timm.layers.mlp.___torch_mangle_34.Mlp",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_114.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_1.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_67.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_41.Identity",
- "__torch__.timm.models.vision_transformer.Attention",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_63.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_88.Identity",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_111.LayerNorm",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_90.LayerNorm",
- "__torch__.torch.nn.modules.linear.___torch_mangle_52.Identity",
- "__torch__.timm.models.vision_transformer.___torch_mangle_79.Block",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_101.LayerNorm",
- "__torch__.torch.nn.modules.linear.___torch_mangle_53.Linear",
- "__torch__.timm.models.vision_transformer.___torch_mangle_58.Block",
- "__torch__.torch.nn.modules.linear.___torch_mangle_40.Identity",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_42.Dropout",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_9.LayerNorm",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_48.LayerNorm",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_124.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_25.Identity",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_84.Dropout",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_75.Dropout",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_38.LayerNorm",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_80.LayerNorm",
- "__torch__.timm.layers.mlp.___torch_mangle_76.Mlp",
- "collections.OrderedDict",
- "__torch__.torch.nn.modules.linear.___torch_mangle_68.Identity",
- "__torch__.torchmetrics.classification.accuracy.___torch_mangle_126.MulticlassAccuracy",
- "__torch__.torch.nn.modules.linear.___torch_mangle_35.Identity",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_4.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_116.Linear",
- "__torch__.timm.models.vision_transformer.___torch_mangle_24.Attention",
- "__torch__.torch.nn.modules.linear.___torch_mangle_3.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_78.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_85.Linear",
- "__torch__.timm.models.vision_transformer.___torch_mangle_37.Block",
- "__torch__.torch.nn.modules.linear.___torch_mangle_74.Linear",
- "__torch__.torch.nn.modules.activation.___torch_mangle_113.GELU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_8.Identity",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_93.Dropout",
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- "__torch__.torch.nn.modules.normalization.LayerNorm",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_44.Dropout",
- "__torch__.timm.models.vision_transformer.___torch_mangle_45.Attention",
- "__torch__.torch.nn.modules.linear.___torch_mangle_103.Identity",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_107.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_0.Identity",
- "__torch__.src.models.timm_classifier.TimmClassifier",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_72.Dropout",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_33.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_94.Identity",
- "__torch__.torch.nn.modules.activation.___torch_mangle_50.GELU",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_23.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_95.Linear",
- "__torch__.timm.layers.mlp.___torch_mangle_118.Mlp",
- "__torch__.torch.nn.modules.linear.___torch_mangle_16.Identity",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_27.LayerNorm",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_6.Dropout",
- "__torch__.torch.nn.modules.linear.___torch_mangle_49.Linear",
- "__torch__.torch.nn.modules.dropout.___torch_mangle_105.Dropout",
- "__torch__.torch.nn.modules.activation.___torch_mangle_71.GELU",
- "__torch__.torch.nn.modules.linear.___torch_mangle_102.Linear",
- "__torch__.torch.nn.modules.linear.___torch_mangle_57.Identity",
- "__torch__.torch.nn.modules.linear.___torch_mangle_28.Linear",
- "__torch__.torch.nn.modules.normalization.___torch_mangle_69.LayerNorm",
- "torch.jit._pickle.restore_type_tag",
- "torch.FloatStorage",
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict"
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