https://github.com/vlievin/unet

U-Net Model for Image Segmentation Problems using PyTorch 0.4
https://github.com/vlievin/unet

deeplearning image-segmentation pytorch unet

Last synced: 2 months ago
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U-Net Model for Image Segmentation Problems using PyTorch 0.4

• Host: GitHub
• URL: https://github.com/vlievin/unet
• Owner: vlievin
• License: mit
• Created: 2017-11-16T10:17:51.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2019-12-03T08:27:43.000Z (over 5 years ago)
• Last Synced: 2025-03-24T21:51:13.045Z (3 months ago)
• Topics: deeplearning, image-segmentation, pytorch, unet
• Language: Python
• Homepage:
• Size: 2.46 MB
• Stars: 36
• Watchers: 9
• Forks: 13
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Unet

U-net model from https://arxiv.org/abs/1505.04597 implemented with additional features:

* residual blocks https://arxiv.org/abs/1512.03385

* dilated convolutions https://arxiv.org/abs/1511.07122

* group normalization https://arxiv.org/abs/1803.08494

**Requires PyTorch 0.4**