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t2-vibe-adc-learner.pkl , extra-t2-vibe-adc-learner.pkl , vibe-learner.pkl

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.gitattributes

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README.md

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extra-t2-vibe-adc-ec-unet.pth
Detected Pickle imports (3)
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torch.FloatStorage"
What is a pickle import?
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extra-t2-vibe-adc-learner.pkl
Detected Pickle imports (73)
- "__builtin__.tuple",
- "__builtin__.set",
- "pandas.core.series.Series",
- "torch.nn.modules.activation.PReLU",
- "fastai.callback.core.TrainEvalCallback",
- "fastai.learner.Learner",
- "torchio.transforms.preprocessing.intensity.z_normalization.ZNormalization",
- "fastai.data.transforms.ColReader",
- "fastMONAI.vision_core.MedImage",
- "monai.networks.blocks.convolutions.Convolution",
- "fastMONAI.vision_augmentation.RandomGamma",
- "fastcore.dispatch.TypeDispatch",
- "fastMONAI.vision_core.MedMask",
- "torch.nn.modules.conv.Conv3d",
- "fastMONAI.vision_metrics.multi_dice_score",
- "monai.losses.dice.DiceLoss",
- "fastai.learner.AvgSmoothLoss",
- "inspect._ParameterKind",
- "__builtin__.unicode",
- "monai.networks.layers.simplelayers.SkipConnection",
- "inspect.Parameter",
- "fastMONAI.vision_loss.CustomLoss",
- "fastai.data.core.DataLoaders",
- "monai.networks.blocks.acti_norm.ADN",
- "fastai.learner.AvgMetric",
- "torch.Tensor",
- "fastai.learner.AvgLoss",
- "torch.nn.modules.container.Sequential",
- "fastai.data.load._FakeLoader",
- "pathlib.PosixPath",
- "monai.losses.dice.DiceCELoss",
- "fastai.data.core.Datasets",
- "fastMONAI.vision_augmentation.ZNormalization",
- "inspect.Signature",
- "random.Random",
- "__builtin__.getattr",
- "fastai.data.core.TfmdLists",
- "fastcore.dispatch._TypeDict",
- "fastai.torch_core.trainable_params",
- "fastai.learner.Recorder",
- "fastMONAI.vision_augmentation.RandomFlip",
- "fastMONAI.vision_augmentation.RandomAffine",
- "torchio.transforms.augmentation.spatial.random_flip.RandomFlip",
- "fastai.data.transforms.ToTensor",
- "monai.networks.blocks.convolutions.ResidualUnit",
- "torch.nn.modules.linear.Identity",
- "torch.nn.modules.dropout.Dropout",
- "fastcore.transform.Pipeline",
- "fastai.optimizer.ranger",
- "torch.nn.modules.loss.CrossEntropyLoss",
- "torch.device",
- "torchio.transforms.augmentation.spatial.random_affine.RandomAffine",
- "pathlib.Path",
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- "inspect._empty",
- "torch.FloatStorage",
- "torch.nn.modules.instancenorm.InstanceNorm3d",
- "fastai.data.transforms.IntToFloatTensor",
- "fastai.data.load._wif",
- "collections.OrderedDict",
- "torch._utils._rebuild_tensor_v2",
- "torchio.transforms.augmentation.intensity.random_gamma.RandomGamma",
- "__builtin__.object",
- "fastai.callback.progress.ProgressCallback",
- "fastai.data.core.TfmdDL",
- "fastai.learner.CastToTensor",
- "__builtin__.print",
- "fastcore.transform.Transform",
- "fastcore.foundation.L",
- "__builtin__.list",
- "torch._utils._rebuild_parameter",
- "fastMONAI.vision_augmentation.PadOrCrop"
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research_pacs_predicition.png

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t2-vibe-adc-ec-unet.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "torch.FloatStorage",
- "collections.OrderedDict"
What is a pickle import?
19.3 MB
LFS

Upload 2 files 11 months ago
t2-vibe-adc-learner.pkl
Detected Pickle imports (76)
- "pathlib.PosixPath",
- "inspect.Parameter",
- "fastMONAI.vision_augmentation.RandomAffine",
- "fastMONAI.vision_core.MedImage",
- "fastai.learner.Learner",
- "__builtin__.object",
- "fastMONAI.vision_loss.CustomLoss",
- "torch.nn.modules.linear.Identity",
- "numpy.core.multiarray.scalar",
- "pandas.core.series.Series",
- "torch.FloatStorage",
- "inspect._ParameterKind",
- "monai.networks.blocks.acti_norm.ADN",
- "fastai.torch_core.trainable_params",
- "fastai.learner.Recorder",
- "random.Random",
- "fastcore.foundation.L",
- "torch.nn.modules.conv.Conv3d",
- "torchio.transforms.augmentation.spatial.random_affine.RandomAffine",
- "fastai.data.transforms.IntToFloatTensor",
- "_codecs.encode",
- "torch.nn.modules.dropout.Dropout",
- "torch.Tensor",
- "torchio.transforms.augmentation.spatial.random_flip.RandomFlip",
- "__builtin__.print",
- "pathlib.Path",
- "fastMONAI.vision_augmentation.ZNormalization",
- "fastMONAI.vision_augmentation.PadOrCrop",
- "torchio.transforms.preprocessing.spatial.crop_or_pad.CropOrPad",
- "torch.nn.modules.container.Sequential",
- "__builtin__.tuple",
- "fastai.callback.core.TrainEvalCallback",
- "fastai.data.core.TfmdLists",
- "monai.networks.blocks.convolutions.ResidualUnit",
- "monai.losses.dice.DiceCELoss",
- "inspect.Signature",
- "torch._utils._rebuild_parameter",
- "fastai.learner.AvgSmoothLoss",
- "fastai.learner.AvgLoss",
- "torch.device",
- "__builtin__.getattr",
- "fastai.learner.CastToTensor",
- "torch.nn.modules.conv.ConvTranspose3d",
- "fastai.data.core.Datasets",
- "fastai.imports.noop",
- "fastai.data.core.TfmdDL",
- "monai.losses.dice.DiceLoss",
- "fastai.data.transforms.ToTensor",
- "fastcore.transform.Pipeline",
- "fastcore.transform.Transform",
- "torch.nn.modules.activation.PReLU",
- "monai.networks.blocks.convolutions.Convolution",
- "fastai.data.load._wif",
- "monai.networks.layers.simplelayers.SkipConnection",
- "fastai.callback.progress.ProgressCallback",
- "inspect._empty",
- "fastai.optimizer.ranger",
- "fastMONAI.vision_core.MedMask",
- "fastai.data.load._FakeLoader",
- "torch.nn.modules.loss.CrossEntropyLoss",
- "fastMONAI.vision_augmentation.RandomFlip",
- "fastMONAI.vision_augmentation.RandomGamma",
- "torch.nn.modules.instancenorm.InstanceNorm3d",
- "torch._utils._rebuild_tensor_v2",
- "torchio.transforms.preprocessing.intensity.z_normalization.ZNormalization",
- "torchio.transforms.augmentation.intensity.random_gamma.RandomGamma",
- "fastcore.dispatch._TypeDict",
- "__builtin__.unicode",
- "fastai.learner.AvgMetric",
- "numpy.dtype",
- "fastMONAI.vision_metrics.multi_dice_score",
- "fastai.data.core.DataLoaders",
- "collections.OrderedDict",
- "__builtin__.set",
- "fastai.data.transforms.ColReader",
- "fastcore.dispatch.TypeDispatch"
How to fix it?
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t2_vibe_adc_boxplot.png

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vars.pkl

37 Bytes
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Trained weights and learner 11 months ago
vibe-ec-unet.pth
Detected Pickle imports (3)
- "torch._utils._rebuild_tensor_v2",
- "torch.FloatStorage",
- "collections.OrderedDict"
What is a pickle import?
19.3 MB
LFS

Changed name for vibe weights and learner 11 months ago
vibe-learner.pkl
Detected Pickle imports (72)
- "pathlib.PosixPath",
- "inspect.Parameter",
- "fastMONAI.vision_augmentation.RandomAffine",
- "fastMONAI.vision_core.MedImage",
- "fastai.learner.Learner",
- "__builtin__.object",
- "fastMONAI.vision_loss.CustomLoss",
- "torch.nn.modules.linear.Identity",
- "pandas.core.series.Series",
- "torch.FloatStorage",
- "inspect._ParameterKind",
- "monai.networks.blocks.acti_norm.ADN",
- "fastai.torch_core.trainable_params",
- "fastai.learner.Recorder",
- "random.Random",
- "fastcore.foundation.L",
- "torch.nn.modules.conv.Conv3d",
- "torchio.transforms.augmentation.spatial.random_affine.RandomAffine",
- "fastai.data.transforms.IntToFloatTensor",
- "torch.nn.modules.dropout.Dropout",
- "torch.Tensor",
- "torchio.transforms.augmentation.spatial.random_flip.RandomFlip",
- "__builtin__.print",
- "pathlib.Path",
- "fastMONAI.vision_augmentation.ZNormalization",
- "fastMONAI.vision_augmentation.PadOrCrop",
- "torchio.transforms.preprocessing.spatial.crop_or_pad.CropOrPad",
- "torch.nn.modules.container.Sequential",
- "__builtin__.tuple",
- "fastai.callback.core.TrainEvalCallback",
- "fastai.data.core.TfmdLists",
- "monai.networks.blocks.convolutions.ResidualUnit",
- "monai.losses.dice.DiceCELoss",
- "inspect.Signature",
- "torch._utils._rebuild_parameter",
- "fastai.learner.AvgSmoothLoss",
- "fastai.learner.AvgLoss",
- "torch.device",
- "__builtin__.getattr",
- "fastai.learner.CastToTensor",
- "torch.nn.modules.conv.ConvTranspose3d",
- "fastai.data.core.Datasets",
- "fastai.data.core.TfmdDL",
- "monai.losses.dice.DiceLoss",
- "fastai.data.transforms.ToTensor",
- "fastcore.transform.Pipeline",
- "fastcore.transform.Transform",
- "torch.nn.modules.activation.PReLU",
- "monai.networks.blocks.convolutions.Convolution",
- "fastai.data.load._wif",
- "monai.networks.layers.simplelayers.SkipConnection",
- "fastai.callback.progress.ProgressCallback",
- "inspect._empty",
- "fastai.optimizer.ranger",
- "fastMONAI.vision_core.MedMask",
- "fastai.data.load._FakeLoader",
- "torch.nn.modules.loss.CrossEntropyLoss",
- "fastMONAI.vision_augmentation.RandomFlip",
- "fastMONAI.vision_augmentation.RandomGamma",
- "torch.nn.modules.instancenorm.InstanceNorm3d",
- "torch._utils._rebuild_tensor_v2",
- "torchio.transforms.preprocessing.intensity.z_normalization.ZNormalization",
- "torchio.transforms.augmentation.intensity.random_gamma.RandomGamma",
- "fastcore.dispatch._TypeDict",
- "__builtin__.unicode",
- "fastai.learner.AvgMetric",
- "fastMONAI.vision_metrics.multi_dice_score",
- "fastai.data.core.DataLoaders",
- "collections.OrderedDict",
- "__builtin__.set",
- "fastai.data.transforms.ColReader",
- "fastcore.dispatch.TypeDispatch"
How to fix it?
19.3 MB
LFS

Changed name for vibe weights and learner 11 months ago
vibe_boxplot.png

27.1 kB

Upload 2 files 11 months ago

Detected Pickle imports (3)

Detected Pickle imports (73)

Detected Pickle imports (3)

Detected Pickle imports (76)

Detected Pickle imports (3)

Detected Pickle imports (72)