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vgg-loss

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beingdhruvv / ImageSharpening-KD-Restormer-UNet

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This repository features an image sharpening pipeline using Knowledge Distillation. A high-capacity Restormer acts as the teacher model, while a lightweight Mini-UNet is trained as the student to mimic its performance.

computer-vision deep-learning image-processing python3 ssim knowledge-distillation image-restoration model-compression motion-deblurring unet-pytorch vgg-loss training-pipeline div2k image-sharpening perceptual-loss gpu-training restormer real-time-inference
  • Updated Oct 30, 2025
  • Jupyter Notebook

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