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degraded-reference-iqa

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farhadhsn8 / knowledge-distillation

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Conditional Knowledge Distillation Network (CKDN) for blind image quality assessment of restored images using a degraded reference (PyTorch, ResNet-50 two-branch: QSE + DTE). Trained/evaluated on CSIQ and TID2013 with SRCC/PLCC metrics.

computer-vision deep-learning pytorch resnet knowledge-distillation image-restoration iqa image-quality-assessment blind-image-quality-assessment tid2013 csiq no-reference-image-quality-assessment degraded-reference-iqa
  • Updated Sep 4, 2026
  • Python

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