超分辨率模型 开源推荐
时间: 2023-11-13 19:43:33
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waifu2x:动漫风格艺术的单图像超分辨率-开源
以下是一些开源的超分辨率模型推荐:
1. EDSR - Enhanced Deep Residual Networks for Single Image Super-Resolution
代码地址:https://github.com/thstkdgus35/EDSR-PyTorch
2. SRGAN - Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
代码地址:https://github.com/tensorlayer/srgan
3. RCAN - Image Super-Resolution Using Very Deep Residual Channel Attention Networks
代码地址:https://github.com/yulunzhang/RCAN
4. RDN - Residual Dense Network for Image Super-Resolution
代码地址:https://github.com/yulunzhang/RDN
5. DBPN - Deep Back-Projection Networks for Super-Resolution
代码地址:https://github.com/alterzero/DBPN-Pytorch
这些模型都有对应的论文和代码实现,可以根据自己的需求进行选择和使用。
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