This model has 1 file scanned as unsafe.
-
1.48 kB
-
768 Bytes
- model.pkl153 MB
Detected Pickle imports (97)
- "fastai.vision.models.unet.DynamicUnet",
- "builtins.int",
- "torch.nn.modules.conv.Conv2d",
- "PIL.Image.Image",
- "fastai.callback.hook.Hook",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "fastai.data.core.TfmdDL",
- "builtins.bytes",
- "fastai.data.transforms.Normalize",
- "fastai.layers.ResBlock",
- "fastai.torch_core.TensorBase",
- "torch._utils._rebuild_tensor_v2",
- "fastai.learner.Recorder",
- "fastai.data.core.DataLoaders",
- "fastai.optimizer.Adam",
- "fastai.callback.fp16.MixedPrecision",
- "torch.Tensor",
- "numpy.ndarray",
- "torch._tensor._rebuild_from_type_v2",
- "albumentations.augmentations.transforms.GridDistortion",
- "torch.device",
- "builtins.object",
- "fastai.data.transforms.ToTensor",
- "fastcore.foundation.L",
- "fastai.vision.core.PILImage",
- "inspect.Signature",
- "albumentations.augmentations.geometric.rotate.Rotate",
- "fastai.losses.CrossEntropyLossFlat",
- "fastai.imports.noop",
- "torchvision.models.resnet.resnet18",
- "fastai.callback.tracker.SaveModelCallback",
- "inspect._ParameterKind",
- "inspect._empty",
- "builtins.tuple",
- "fastai.vision.models.unet.UnetBlock",
- "inspect.Parameter",
- "torch.utils.hooks.RemovableHandle",
- "fastai.data.load._wif",
- "fastai.learner.AvgSmoothLoss",
- "torchvision.models.resnet.BasicBlock",
- "fastai.data.core.Datasets",
- "torch.nn.modules.container.Sequential",
- "__main__.TargetMaskConvertTransform",
- "pathlib.PosixPath",
- "torch.nn.modules.pixelshuffle.PixelShuffle",
- "fastcore.dispatch._TypeDict",
- "fastai.learner.AvgLoss",
- "torch.LongStorage",
- "fastai.learner.CastToTensor",
- "fastai.data.core.TfmdLists",
- "fastai.vision.models.unet.ResizeToOrig",
- "pathlib.Path",
- "torch.nn.modules.loss.CrossEntropyLoss",
- "fastai.vision.learner._resnet_split",
- "__main__.get_y_fn",
- "fastai.layers.ConvLayer",
- "builtins.float",
- "fastcore.dispatch.TypeDispatch",
- "torch._utils._rebuild_parameter",
- "fastai.layers.MergeLayer",
- "albumentations.core.composition.Compose",
- "collections.OrderedDict",
- "random.Random",
- "builtins.getattr",
- "fastai.callback.core.TrainEvalCallback",
- "torch.nn.modules.activation.ReLU",
- "fastai.callback.hook.Hooks",
- "fastai.learner.Learner",
- "fastai.metrics.DiceMulti",
- "fastai.torch_core.TensorMask",
- "fastai.layers.ToTensorBase",
- "fastai.vision.core.PILMask",
- "fastai.callback.tracker.EarlyStoppingCallback",
- "fastai.layers.PixelShuffle_ICNR",
- "fastcore.transform.Pipeline",
- "fastai.data.load._FakeLoader",
- "__main__.SegmentationAlbumentationsTransform",
- "fastai.vision.augment.Resize",
- "builtins.print",
- "torch.nn.modules.pooling.MaxPool2d",
- "builtins.str",
- "numpy.core.multiarray.scalar",
- "numpy.core.multiarray._reconstruct",
- "fastai.callback.progress.ProgressCallback",
- "fastai.vision.core.AddMaskCodes",
- "torch.HalfStorage",
- "fastai.data.transforms.IntToFloatTensor",
- "torch.nn.modules.container.ModuleList",
- "fastcore.basics.fastuple",
- "albumentations.augmentations.transforms.HorizontalFlip",
- "numpy.dtype",
- "fastcore.transform.Transform",
- "fastai.callback.progress.ShowGraphCallback",
- "fastai.callback.hook._hook_inner",
- "numpy.core._multiarray_umath.less",
- "fastai.torch_core.TensorImage",
- "torch.FloatStorage"
LFS -
162 Bytes
- unet.pth125 MB
Detected Pickle imports (156)
- "__torch__.torch.nn.modules.batchnorm.BatchNorm2d",
- "__torch__.fastai.layers.ResBlock",
- "__torch__.torch.nn.modules.activation.___torch_mangle_13.ReLU",
- "__torch__.fastai.vision.models.unet.UnetBlock",
- "__torch__.torch.nn.modules.container.Sequential",
- "__torch__.torchvision.models.resnet.___torch_mangle_35.BasicBlock",
- "__torch__.torch.nn.modules.container.___torch_mangle_42.Sequential",
- "__torch__.fastai.layers.___torch_mangle_111.PixelShuffle_ICNR",
- "__torch__.fastai.layers.___torch_mangle_115.ConvLayer",
- "__torch__.torch.nn.modules.activation.___torch_mangle_69.ReLU",
- "__torch__.fastai.layers.___torch_mangle_95.ConvLayer",
- "__torch__.fastai.layers.___torch_mangle_118.ConvLayer",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_4.BatchNorm2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_103.ReLU",
- "__torch__.fastai.layers.___torch_mangle_81.ConvLayer",
- "__torch__.torch.nn.modules.conv.___torch_mangle_43.Conv2d",
- "__torch__.fastai.vision.models.unet.___torch_mangle_106.UnetBlock",
- "__torch__.torch.nn.modules.conv.___torch_mangle_99.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_64.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_91.ReLU",
- "torch._utils._rebuild_tensor_v2",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_53.BatchNorm2d",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_71.BatchNorm2d",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_40.BatchNorm2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_0.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_32.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_75.Conv2d",
- "__torch__.fastai.layers.___torch_mangle_130.ConvLayer",
- "__torch__.fastai.vision.models.unet.ResizeToOrig",
- "__torch__.fastai.layers.___torch_mangle_83.PixelShuffle_ICNR",
- "__torch__.torch.nn.modules.pixelshuffle.___torch_mangle_96.PixelShuffle",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_17.BatchNorm2d",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_44.BatchNorm2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_5.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_107.Conv2d",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_37.BatchNorm2d",
- "__torch__.torch.nn.modules.container.ModuleList",
- "__torch__.fastai.layers.___torch_mangle_109.ConvLayer",
- "__torch__.torch.nn.modules.conv.___torch_mangle_93.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_23.Conv2d",
- "__torch__.torch.nn.modules.container.___torch_mangle_26.Sequential",
- "__torch__.torchvision.models.resnet.___torch_mangle_19.BasicBlock",
- "__torch__.torch.nn.modules.activation.___torch_mangle_45.ReLU",
- "__torch__.torch.nn.modules.container.___torch_mangle_58.Sequential",
- "__torch__.torch.nn.modules.conv.___torch_mangle_36.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_117.ReLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_30.Conv2d",
- "__torch__.fastai.layers.___torch_mangle_66.ConvLayer",
- "__torch__.torch.nn.modules.conv.___torch_mangle_88.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_102.Conv2d",
- "__torch__.torch.nn.modules.pooling.MaxPool2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_22.ReLU",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_98.BatchNorm2d",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_28.BatchNorm2d",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_21.BatchNorm2d",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_31.BatchNorm2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_126.Conv2d",
- "__torch__.torch.nn.modules.conv.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_108.ReLU",
- "__torch__.fastai.layers.ConvLayer",
- "__torch__.fastai.layers.___torch_mangle_90.ConvLayer",
- "__torch__.torchvision.models.resnet.BasicBlock",
- "__torch__.torch.nn.modules.conv.___torch_mangle_134.Conv2d",
- "__torch__.torch.nn.modules.container.___torch_mangle_50.Sequential",
- "__torch__.torch.nn.modules.conv.___torch_mangle_11.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_3.Conv2d",
- "torch.LongStorage",
- "__torch__.fastai.layers.___torch_mangle_70.ConvLayer",
- "__torch__.torch.nn.modules.conv.___torch_mangle_16.Conv2d",
- "__torch__.torch.nn.modules.pixelshuffle.___torch_mangle_110.PixelShuffle",
- "__torch__.torch.nn.modules.activation.___torch_mangle_122.ReLU",
- "__torch__.torch.nn.modules.container.___torch_mangle_67.Sequential",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_33.BatchNorm2d",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_6.BatchNorm2d",
- "__torch__.torchvision.models.resnet.___torch_mangle_41.BasicBlock",
- "__torch__.torch.nn.modules.activation.___torch_mangle_7.ReLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_52.Conv2d",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_9.BatchNorm2d",
- "__torch__.fastai.layers.___torch_mangle_77.ConvLayer",
- "__torch__.torch.nn.modules.conv.___torch_mangle_85.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_65.ReLU",
- "__torch__.torchvision.models.resnet.___torch_mangle_25.BasicBlock",
- "__torch__.torch.nn.modules.activation.___torch_mangle_133.ReLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_72.Conv2d",
- "__torch__.torch.nn.modules.pixelshuffle.___torch_mangle_82.PixelShuffle",
- "__torch__.torch.nn.modules.conv.___torch_mangle_121.Conv2d",
- "__torch__.fastai.vision.models.unet.___torch_mangle_120.UnetBlock",
- "__torch__.torch.nn.modules.container.___torch_mangle_132.Sequential",
- "__torch__.torch.nn.modules.activation.___torch_mangle_119.ReLU",
- "__torch__.torch.nn.modules.container.___torch_mangle_34.Sequential",
- "__torch__.torch.nn.modules.conv.___torch_mangle_62.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_73.ReLU",
- "__torch__.fastai.layers.___torch_mangle_74.ConvLayer",
- "__torch__.torch.nn.modules.activation.___torch_mangle_76.ReLU",
- "__torch__.torch.nn.modules.pixelshuffle.___torch_mangle_124.PixelShuffle",
- "__torch__.fastai.layers.ToTensorBase",
- "__torch__.torch.nn.modules.conv.___torch_mangle_27.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_29.ReLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_78.ReLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_39.Conv2d",
- "__torch__.torchvision.models.resnet.___torch_mangle_51.BasicBlock",
- "__torch__.fastai.layers.PixelShuffle_ICNR",
- "__torch__.torch.nn.modules.conv.___torch_mangle_20.Conv2d",
- "__torch__.torch.nn.modules.pixelshuffle.PixelShuffle",
- "collections.OrderedDict",
- "__torch__.fastai.layers.___torch_mangle_125.PixelShuffle_ICNR",
- "__torch__.torch.nn.modules.activation.___torch_mangle_100.ReLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_79.Conv2d",
- "__torch__.fastai.vision.models.unet.DynamicUnet",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_47.BatchNorm2d",
- "__torch__.torchvision.models.resnet.___torch_mangle_10.BasicBlock",
- "__torch__.torch.nn.modules.activation.___torch_mangle_114.ReLU",
- "__torch__.fastai.layers.___torch_mangle_135.ConvLayer",
- "__torch__.torch.nn.modules.activation.___torch_mangle_63.ReLU",
- "__torch__.fastai.vision.models.unet.___torch_mangle_92.UnetBlock",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_1.BatchNorm2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_55.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_48.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_127.ReLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_8.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_61.ReLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_68.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_2.ReLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_113.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_38.ReLU",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_84.BatchNorm2d",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_56.BatchNorm2d",
- "__torch__.fastai.layers.MergeLayer",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_60.BatchNorm2d",
- "__torch__.torch.nn.modules.activation.ReLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_129.Conv2d",
- "__torch__.torch.nn.modules.conv.___torch_mangle_46.Conv2d",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_12.BatchNorm2d",
- "__torch__.torchvision.models.resnet.___torch_mangle_57.BasicBlock",
- "__torch__.torch.nn.modules.activation.___torch_mangle_89.ReLU",
- "__torch__.fastai.layers.___torch_mangle_123.ConvLayer",
- "__torch__.torch.nn.modules.conv.___torch_mangle_14.Conv2d",
- "__torch__.torch.nn.modules.activation.___torch_mangle_80.ReLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_105.ReLU",
- "__torch__.torch.nn.modules.container.___torch_mangle_18.Sequential",
- "__torch__.fastai.layers.___torch_mangle_104.ConvLayer",
- "__torch__.torch.nn.modules.activation.___torch_mangle_94.ReLU",
- "__torch__.torch.nn.modules.activation.___torch_mangle_54.ReLU",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_49.BatchNorm2d",
- "__torch__.fastai.layers.___torch_mangle_128.ConvLayer",
- "__torch__.torch.nn.modules.activation.___torch_mangle_86.ReLU",
- "__torch__.torch.nn.modules.conv.___torch_mangle_116.Conv2d",
- "__torch__.fastai.layers.___torch_mangle_101.ConvLayer",
- "__torch__.torch.nn.modules.container.___torch_mangle_131.Sequential",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_112.BatchNorm2d",
- "__torch__.fastai.layers.___torch_mangle_87.ConvLayer",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_24.BatchNorm2d",
- "__torch__.torch.nn.modules.batchnorm.___torch_mangle_15.BatchNorm2d",
- "torch.FloatStorage",
- "__torch__.torch.nn.modules.container.___torch_mangle_59.Sequential",
- "__torch__.fastai.layers.___torch_mangle_97.PixelShuffle_ICNR"
LFS