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leaky_vnet
doggywastaken/leaky_vnet
leaky_vnet is a image segmentation model from doggywastaken. Use it for the image segmentation task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
This is a fork of @Dootmaan's VNet.PyTorch repo, who attempted a faithful recreation of the original V-Net: Fully Convolutional Neural Network for Volumetric Medical Image paper, with as little adaptations as possible.
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Updated May 20, 2024
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.py6.9 KB · 68%
At a glance
- Task
- Image Segmentation
- License
- mit
- Access
- Public
- Created
- May 20, 2024
- Updated
- May 20, 2024
- SHA
- 70f7a9d6
Datasets
Model card
From the Hugging Face model README
Leaky V-Net in Pytorch
This is a fork of @Dootmaan's VNet.PyTorch repo, who attempted a faithful recreation of the original V-Net: Fully Convolutional Neural Network for Volumetric Medical Image paper, with as little adaptations as possible.
This repo's model has some minor adaptations to fit it's designated application:
-
ReLU layers is now the leaky version to allow for more consistent convergence on small training datasets
-
Final Sigmoid layer has been removed from the network in favour of manual thresholding (for flexibility during testing)
- Task
- Image Segmentation
- License
- mit
- Languages
- en
- Created
- May 20, 2024
- Updated
- May 20, 2024