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FibrilSegNet / model

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History: 4 commits

himanshuch8055's picture

Add DeepLabV3+ support with EfficientNet-B3 for fibril segmentation; update model options and loading function

076c243 7 months ago

encoder_efficientnet-b3_decoder_DeepLabV3Plus_fibril_seg_model.pth
Detected Pickle imports (4)
- "torch.FloatStorage",
- "torch.LongStorage",
- "torch._utils._rebuild_tensor_v2",
- "collections.OrderedDict"
What is a pickle import?
47.4 MB
xet

Add DeepLabV3+ support with EfficientNet-B3 for fibril segmentation; update model options and loading function 7 months ago
encoder_efficientnet-b3_decoder_UnetPlusPlus_fibril_seg_model.pth
Detected Pickle imports (4)
- "collections.OrderedDict",
- "torch.FloatStorage",
- "torch._utils._rebuild_tensor_v2",
- "torch.LongStorage"
What is a pickle import?
55.2 MB
xet

Add support for UNet++ with EfficientNet-B3 and implement model caching 7 months ago
encoder_resnet34_decoder_UnetPlusPlus_fibril_seg_model.pth
Detected Pickle imports (4)
- "torch._utils._rebuild_tensor_v2",
- "torch.FloatStorage",
- "torch.LongStorage",
- "collections.OrderedDict"
What is a pickle import?
105 MB
xet

Implement Unet++ model for fibril segmentation and add Gradio interface; include model weights and requirements 7 months ago
unet_fibril_seg_model.pth
Detected Pickle imports (4)
- "torch.LongStorage",
- "collections.OrderedDict",
- "torch.FloatStorage",
- "torch._utils._rebuild_tensor_v2"
What is a pickle import?
97.9 MB
xet

Enhance fibril segmentation app with model selection, improved UI, and device handling; add UNet model weights 7 months ago