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convnext_base.pkl , resnetrsRandAug.pkl

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README.md

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initial commit about 2 years ago
TRAIN000000.jpg

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TRAIN001000.jpg

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TRAIN002000.jpg

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app.py

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convnext_base.pkl
Detected Pickle imports (90)
- "fastai.vision.augment.RandomResizedCropGPU",
- "__builtin__.print",
- "fastai.data.load._FakeLoader",
- "torch.FloatStorage",
- "fastai.torch_core.TensorBase",
- "fastai.vision.augment._WarpCoord",
- "fastai.vision.augment.Dihedral",
- "fastai.vision.augment.zoom_mat",
- "fastai.vision.augment._BrightnessLogit",
- "fastai.torch_core.trainable_params",
- "fastai.data.core.TfmdLists",
- "torch.cuda.amp.grad_scaler._refresh_per_optimizer_state",
- "torch._utils._rebuild_tensor_v2",
- "collections.defaultdict",
- "torch.nn.modules.dropout.Dropout",
- "sklearn.metrics._classification.cohen_kappa_score",
- "fastcore.foundation.L",
- "fastcore.dispatch._TypeDict",
- "timm.models.convnext.ConvNeXt",
- "torch.cuda.amp.grad_scaler.GradScaler",
- "fastai.learner.AvgSmoothLoss",
- "torch.LongStorage",
- "torch.nn.modules.activation.GELU",
- "fastai.torch_core._rebuild_from_type",
- "torch.nn.modules.loss.CrossEntropyLoss",
- "timm.models.convnext.ConvNeXtBlock",
- "__builtin__.object",
- "__builtin__.long",
- "__builtin__.tuple",
- "numpy.ndarray",
- "torch.nn.modules.linear.Identity",
- "fastai.data.load._wif",
- "pathlib.PosixPath",
- "torch.nn.modules.container.Sequential",
- "fastai.callback.progress.ProgressCallback",
- "fastai.data.transforms.ColReader",
- "fastai.learner.AvgMetric",
- "torch.nn.modules.conv.Conv2d",
- "collections.OrderedDict",
- "fastai.vision.augment.dihedral_mat",
- "functools.partial",
- "fastai.data.core.TfmdDL",
- "fastai.data.transforms.IntToFloatTensor",
- "fastai.metrics.accuracy",
- "__builtin__.set",
- "fastai.vision.augment.Brightness",
- "fastcore.transform.Pipeline",
- "timm.models.convnext.LayerNorm2d",
- "fastai.callback.core.TrainEvalCallback",
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- "fastai.metrics.AccumMetric",
- "fastai.learner.AvgLoss",
- "fastai.vision.augment.rotate_mat",
- "fastai.optimizer.Adam",
- "fastai.losses.CrossEntropyLossFlat",
- "fastai.torch_core.TensorImage",
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- "torch.cuda.amp.autocast_mode.autocast",
- "torch.nn.modules.normalization.LayerNorm",
- "_codecs.encode",
- "timm.models.layers.adaptive_avgmax_pool.SelectAdaptivePool2d",
- "fastai.learner.Learner",
- "fastai.data.core.DataLoaders",
- "__builtin__.unicode",
- "torch.Tensor",
- "timm.models.convnext.ConvNeXtStage",
- "torch.nn.modules.flatten.Flatten",
- "fastcore.basics.fastuple",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "fastai.data.transforms.Normalize",
- "__builtin__.getattr",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.linear.Linear",
- "fastai.data.transforms.CategoryMap",
- "fastai.vision.core.PILImage",
- "fastai.data.transforms.ToTensor",
- "fastai.vision.augment._ContrastLogit",
- "fastcore.transform.Transform",
- "__builtin__.bytes",
- "fastai.data.transforms.Categorize",
- "random.Random",
- "torch.device",
- "timm.models.layers.mlp.Mlp",
- "fastcore.dispatch.TypeDispatch",
- "fastai.learner.Recorder",
- "numpy.core.multiarray.scalar",
- "fastai.callback.fp16.MixedPrecision",
- "numpy.dtype",
- "fastai.data.core.Datasets"
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requirements.txt

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resnetrsRandAug.pkl
Detected Pickle imports (104)
- "fastai.vision.augment.RandomResizedCropGPU",
- "__builtin__.print",
- "fastai.data.load._FakeLoader",
- "timm.models.layers.activations.Sigmoid",
- "torch.FloatStorage",
- "fastai.torch_core.TensorBase",
- "fastai.vision.augment._WarpCoord",
- "fastai.vision.augment.Dihedral",
- "fastai.vision.augment.zoom_mat",
- "fastai.vision.augment._BrightnessLogit",
- "fastai.torch_core.trainable_params",
- "fastai.data.core.FilteredBase",
- "timm.models.layers.squeeze_excite.SEModule",
- "fastai.data.core.TfmdLists",
- "torch.cuda.amp.grad_scaler._refresh_per_optimizer_state",
- "torch._utils._rebuild_tensor_v2",
- "collections.defaultdict",
- "sklearn.metrics._classification.cohen_kappa_score",
- "fastcore.foundation.L",
- "fastcore.dispatch._TypeDict",
- "torch.nn.modules.activation.ReLU",
- "__builtin__.Ellipsis",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "torch.cuda.amp.grad_scaler.GradScaler",
- "fastai.learner.AvgSmoothLoss",
- "torch.LongStorage",
- "cloudpickle.cloudpickle_fast._function_setstate",
- "fastai.torch_core._rebuild_from_type",
- "__builtin__.object",
- "__builtin__.long",
- "__builtin__.tuple",
- "numpy.ndarray",
- "fastai.losses.LabelSmoothingCrossEntropy",
- "torch.nn.modules.linear.Identity",
- "fastai.data.load._wif",
- "pathlib.PosixPath",
- "torch.nn.modules.container.Sequential",
- "fastai.callback.progress.ProgressCallback",
- "fastai.data.transforms.ColReader",
- "fastai.learner.AvgMetric",
- "torch.nn.modules.conv.Conv2d",
- "collections.OrderedDict",
- "fastai.vision.augment.dihedral_mat",
- "functools.partial",
- "fastai.data.core.TfmdDL",
- "fastai.data.transforms.IntToFloatTensor",
- "fastai.metrics.accuracy",
- "__builtin__.set",
- "fastai.vision.augment.Brightness",
- "fastcore.transform.Pipeline",
- "cloudpickle.cloudpickle.subimport",
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- "__builtin__.bool",
- "fastai.callback.core.TrainEvalCallback",
- "fastai.vision.augment.Resize",
- "torch.nn.modules.pooling.AvgPool2d",
- "fastai.imports.noop",
- "fastai.vision.augment.AffineCoordTfm",
- "fastai.metrics.AccumMetric",
- "fastai.learner.AvgLoss",
- "fastai.vision.augment.rotate_mat",
- "fastai.vision.augment.SpaceTfm",
- "typing.Callable",
- "fastai.optimizer.Adam",
- "fastai.torch_core.TensorImage",
- "pathlib.Path",
- "fastai.torch_core.TensorCategory",
- "torch.cuda.amp.autocast_mode.autocast",
- "_codecs.encode",
- "timm.models.layers.adaptive_avgmax_pool.SelectAdaptivePool2d",
- "fastai.learner.Learner",
- "fastai.data.core.DataLoaders",
- "__builtin__.unicode",
- "torch.Tensor",
- "torch.nn.modules.flatten.Flatten",
- "fastai.vision.core.load_image",
- "fastcore.basics.fastuple",
- "torch.nn.modules.pooling.AdaptiveAvgPool2d",
- "fastai.data.transforms.Normalize",
- "timm.models.resnet.Bottleneck",
- "__builtin__.getattr",
- "torch._utils._rebuild_parameter",
- "typing.Any",
- "torch.nn.modules.linear.Linear",
- "fastai.data.transforms.CategoryMap",
- "fastai.vision.core.PILImage",
- "fastai.losses.LabelSmoothingCrossEntropyFlat",
- "cloudpickle.cloudpickle._create_parametrized_type_hint",
- "fastai.data.transforms.ToTensor",
- "fastai.vision.augment._ContrastLogit",
- "fastcore.basics.merge",
- "fastcore.transform.Transform",
- "__builtin__.bytes",
- "fastai.torch_core.TensorMask",
- "fastai.data.transforms.Categorize",
- "random.Random",
- "torch.device",
- "fastcore.dispatch.TypeDispatch",
- "fastai.learner.Recorder",
- "numpy.core.multiarray.scalar",
- "cloudpickle.cloudpickle._builtin_type",
- "fastai.callback.fp16.MixedPrecision",
- "numpy.dtype",
- "fastai.data.core.Datasets"
How to fix it?
136 MB
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Upload resnetrsRandAug.pkl with git-lfs about 2 years ago

Detected Pickle imports (90)

Detected Pickle imports (104)