How to use these metrics to evaluate own model

chaofengc / IQA-PyTorch

👁️ 🖼️ 🔥PyTorch Toolbox for Image Quality Assessment, including LPIPS, FID, NIQE, NRQM(Ma), MUSIQ, TOPIQ, NIMA, DBCNN, BRISQUE, PI and more...

https://iqa-pytorch.readthedocs.io/

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How to use these metrics to evaluate own model #165

Open sacred178953 opened 1 month ago

sacred178953 commented 1 month ago

Hi,I have trained an image superresolution model and want to evaluate and test related indicators, such as PSNR, SSIM, FID, LPIPS, DISTS, MUSIQ, what should I do, can I use the example test script inference_iqa.py and test code directly?Looking forward your reply!

chaofengc commented 1 month ago

You may simply use the provided command line tools, see examples in readme: https://github.com/chaofengc/IQA-PyTorch/tree/main?tab=readme-ov-file#basic-usage