https://github.com/willxxy/ms-ssim-l1-for-1d

Implementation of MS-SSIM + L1 loss proposed in "Loss Functions for Neural Networks for Image Processing" for Greyscale Images
https://github.com/willxxy/ms-ssim-l1-for-1d

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Implementation of MS-SSIM + L1 loss proposed in "Loss Functions for Neural Networks for Image Processing" for Greyscale Images

• Host: GitHub
• URL: https://github.com/willxxy/ms-ssim-l1-for-1d
• Owner: willxxy
• Created: 2024-02-29T00:48:57.000Z (10 months ago)
• Default Branch: main
• Last Pushed: 2024-03-12T17:37:39.000Z (10 months ago)
• Last Synced: 2024-03-12T18:52:06.568Z (10 months ago)
• Language: Python
• Homepage:
• Size: 14.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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# MS-SSIM-L1-For-1D

Implementation of MS-SSIM + L1 loss proposed in [Loss Functions for Neural Networks for Image Processing](https://arxiv.org/abs/1511.08861) for greyscale images (originally meant for RGB images).

The pytorch implementation is done [here](https://github.com/psyrocloud/MS-SSIM_L1_LOSS/tree/main), and the original implementation in caffe is [here](https://github.com/NVlabs/PL4NN).