Instructions to use magomerob/resnet-segmentation with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- fastai
How to use magomerob/resnet-segmentation with fastai:
from huggingface_hub import from_pretrained_fastai learn = from_pretrained_fastai("magomerob/resnet-segmentation") - Notebooks
- Google Colab
- Kaggle
Ctrl+K
- 1.52 kB initial commit
- 800 Bytes Push FastAI model using huggingface_hub.
- model.pkl199 MB
Detected Pickle imports (161)
- "torch.device",
- "collections.OrderedDict",
- "builtins.str",
- "fastai.callback.tracker.EarlyStoppingCallback",
- "fastai.learner.CastToTensor",
- "builtins.list",
- "albumentations.augmentations.blur.transforms.GaussianBlur",
- "inspect._empty",
- "typing.Any",
- "albumentations.core.transforms_interface.BasicTransform.apply_to_images",
- "albumentations.augmentations.geometric.resize.Resize.apply_to_keypoints",
- "plum._signature.Signature",
- "fastai.learner.AvgLoss",
- "builtins.tuple",
- "fasttransform.transform.Pipeline",
- "plum._resolver.Resolver",
- "fastai.torch_core.TensorMask",
- "fastai.layers.ToTensorBase",
- "_operator.or_",
- "fasttransform.transform.Transform",
- "numpy._core.multiarray.scalar",
- "PIL.Image.Image",
- "fastai.vision.learner._resnet_split",
- "fastai.layers.MergeLayer",
- "inspect._ParameterKind",
- "cloudpickle.cloudpickle.subimport",
- "torch._tensor._rebuild_from_type_v2",
- "torch.nn.modules.pixelshuffle.PixelShuffle",
- "albumentations.augmentations.geometric.transforms.Affine",
- "fastai.optimizer.Adam",
- "albumentations.augmentations.geometric.transforms.Affine.apply_to_mask3d",
- "cloudpickle.cloudpickle._make_skeleton_class",
- "fastai.data.core.Datasets",
- "fastai.callback.hook.Hook.hook_fn",
- "fastai.vision.core.load_image",
- "fastai.callback.progress.ProgressCallback",
- "fastai.callback.fp16.AMPMode",
- "albumentations.augmentations.geometric.flip.HorizontalFlip",
- "albumentations.core.transforms_interface.DualTransform.apply_to_masks",
- "numpy.dtype",
- "fastai.data.transforms.ToTensor",
- "torch.Tensor",
- "builtins.bytes",
- "albumentations.augmentations.geometric.transforms.Affine.apply_to_volumes",
- "torch._utils._rebuild_parameter",
- "torch.nn.modules.pooling.MaxPool2d",
- "fastai.layers.ResBlock",
- "fastai.callback.hook.Hooks",
- "fastai.callback.fp16.MixedPrecision",
- "fastcore.basics.merge",
- "fastai.callback.tracker.SaveModelCallback",
- "albumentations.augmentations.geometric.flip.HorizontalFlip.apply_to_volume",
- "random.Random",
- "albumentations.augmentations.geometric.flip.HorizontalFlip.apply",
- "fastai.vision.models.unet.DynamicUnet",
- "torch.HalfStorage",
- "fastai.data.load._wif",
- "torch.nn.modules.batchnorm.BatchNorm2d",
- "albumentations.augmentations.pixel.transforms.CLAHE.apply",
- "fastcore.basics.fastuple",
- "albumentations.core.composition.OneOf",
- "cloudpickle.cloudpickle._make_function",
- "inspect.Parameter",
- "cloudpickle.cloudpickle._builtin_type",
- "_functools.reduce",
- "fastai.vision.core.PILMask",
- "fastai.metrics.JaccardCoeff",
- "numpy._core.multiarray._reconstruct",
- "fastai.data.core.TfmdDL",
- "fastai.vision.augment.Resize.before_call",
- "plum._function.Function",
- "albumentations.augmentations.geometric.resize.Resize.apply_to_mask",
- "fastai.data.core.FilteredBase.dataloaders",
- "albumentations.augmentations.geometric.transforms.Affine.apply_to_volume",
- "fastai.callback.hook._hook_inner",
- "fasttransform.transform.ItemTransform",
- "albumentations.augmentations.blur.transforms.MotionBlur.apply",
- "numpy.random.bit_generator.SeedSequence",
- "torch.nn.modules.conv.Conv2d",
- "albumentations.augmentations.geometric.flip.HorizontalFlip.apply_to_images",
- "plum._util.Missing",
- "fastai.callback.core.TrainEvalCallback",
- "albumentations.augmentations.pixel.transforms.RandomBrightnessContrast.apply_to_images",
- "fastai.vision.core.AddMaskCodes",
- "numpy.random._pickle.__generator_ctor",
- "fastai.data.transforms.Normalize",
- "builtins.print",
- "torch.nn.modules.container.ModuleList",
- "fastai.torch_core.TensorImage",
- "albumentations.augmentations.geometric.flip.HorizontalFlip.apply_to_mask3d",
- "torchvision.models.resnet.BasicBlock",
- "torch.LongStorage",
- "fastai.vision.models.unet.ResizeToOrig",
- "inspect.Signature",
- "albumentations.augmentations.geometric.flip.HorizontalFlip.apply_to_volumes",
- "albumentations.augmentations.geometric.flip.HorizontalFlip.apply_to_bboxes",
- "albumentations.augmentations.geometric.transforms.Affine.apply_to_bboxes",
- "builtins.int",
- "torch.utils.hooks.RemovableHandle",
- "numpy.less",
- "plum._method.Method",
- "albumentations.augmentations.pixel.transforms.RandomBrightnessContrast.apply_to_volume",
- "fastai.learner.AvgSmoothLoss",
- "albumentations.core.transforms_interface.DualTransform.apply_to_masks3d",
- "albumentations.augmentations.pixel.transforms.RandomBrightnessContrast.apply_to_volumes",
- "albumentations.augmentations.geometric.transforms.Affine.apply_to_keypoints",
- "torchvision.models.resnet.resnet34",
- "fastcore.foundation.L",
- "cloudpickle.cloudpickle._class_setstate",
- "albumentations.augmentations.blur.transforms.GaussianBlur.apply",
- "numpy.random._pickle.__bit_generator_ctor",
- "albumentations.augmentations.geometric.transforms.Affine.apply_to_images",
- "fastai.data.core.DataLoaders",
- "fastai.learner.Recorder",
- "fastai.callback.hook.Hook",
- "fastai.learner.Learner",
- "albumentations.core.transforms_interface.DualTransform.apply_to_mask3d",
- "albumentations.core.transforms_interface.DualTransform.apply_to_mask",
- "numpy.ndarray",
- "albumentations.core.transforms_interface.BasicTransform.apply_to_volumes",
- "albumentations.augmentations.pixel.transforms.HueSaturationValue",
- "fastai.vision.core.PILImage",
- "builtins.float",
- "fastai.vision.augment.Resize",
- "albumentations.core.transforms_interface.BasicTransform.apply_to_volume",
- "albumentations.augmentations.geometric.resize.Resize.apply_to_bboxes",
- "pathlib.WindowsPath",
- "numpy.random.bit_generator.__pyx_unpickle_SeedSequence",
- "albumentations.augmentations.geometric.flip.HorizontalFlip.apply_to_masks3d",
- "albumentations.augmentations.geometric.resize.Resize.apply",
- "albumentations.augmentations.pixel.transforms.HueSaturationValue.apply",
- "torch.nn.modules.container.Sequential",
- "albumentations.augmentations.geometric.resize.Resize",
- "albumentations.augmentations.geometric.flip.HorizontalFlip.apply_to_keypoints",
- "torch.nn.modules.loss.CrossEntropyLoss",
- "fastai.torch_core.TensorBase",
- "albumentations.core.composition.Compose",
- "fastai.vision.models.unet.UnetBlock",
- "fastai.layers.PixelShuffle_ICNR",
- "albumentations.augmentations.blur.transforms.MotionBlur",
- "albumentations.augmentations.pixel.transforms.RandomBrightnessContrast",
- "plum._method.MethodList",
- "fastai.data.transforms.IntToFloatTensor",
- "PIL.Image.Resampling",
- "torch.nn.modules.activation.ReLU",
- "cloudpickle.cloudpickle._function_setstate",
- "fastai.imports.noop",
- "fastai.losses.CrossEntropyLossFlat",
- "fastai.data.core.TfmdLists",
- "fastai.metrics.Dice",
- "numpy.random._pcg64.PCG64",
- "albumentations.augmentations.pixel.transforms.CLAHE",
- "torch._utils._rebuild_tensor_v2",
- "fastai.layers.ConvLayer",
- "torch.FloatStorage",
- "albumentations.augmentations.pixel.transforms.RandomBrightnessContrast.apply",
- "albumentations.augmentations.geometric.transforms.Affine.apply",
- "fasttransform.transform._TfmMeta",
- "albumentations.augmentations.geometric.transforms.Affine.apply_to_mask",
- "fastai.data.load._FakeLoader",
- "pathlib.Path"
xetPush FastAI model using huggingface_hub. - 165 Bytes Push FastAI model using huggingface_hub.