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IQA library for Jax

Project description

IQA-jax

Image Quality Assessment library for Jax.
Implementations are Jax.numpy ported versions of the original Numpy-based BasicSR.

NOTE

Current implementations have not been tested. There is no guarantee that the outputs will be the same as BasicSR (MATLAB).
Functions marked as tested below ensure that the results match the original BasicSR's implementation.
Check the test codes under ./tests.

Metrics

  • PSNR
  • SSIM
  • NIQE
  • FID

Tests

  • PSNR
  • SSIM
  • NIQE
  • FID
  • InceptionV3
  • Preprocessing(RGB2Y Conversion)

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