https://github.com/willxxy/ms-ssim-l1-for-1d
[PyTorch] 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
deep-learning image-processing image-reconstruction l1 loss-functions machine-learning ms-ssim neural-network
Last synced: over 1 year ago
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[PyTorch] 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 (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-09-02T18:29:29.000Z (about 2 years ago)
- Last Synced: 2025-02-14T15:19:23.832Z (over 1 year ago)
- Topics: deep-learning, image-processing, image-reconstruction, l1, loss-functions, machine-learning, ms-ssim, neural-network
- Language: Python
- Homepage:
- Size: 17.6 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# 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).