The MindSpore implementation of LIE-IQA is released HERE and is merged with MindSpore/contrib on Gitee.
You can get the Pytorch implementation here LIE-IQA-pytorch. It is worth noting that the MindSpore implementation of Image Intrinsic Decomposition (IID) Module is different from the Pytorch implementation , but there is not much difference in performance. Please refer to the specific code for details.
The code on Pytorchwill be released soon.
- Python 3.7.5
- MindSpore 1.2.1
- CUDA 10.1
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LIE-IQA Framework
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Performance on LIE-IQA Dataset
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Performance on General Scene IQA Dataset
- LIVE, MDID, CSIQ
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Optimization framework
