vgg-loss

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deepak112 / Keras-SRGAN

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras

keras generative-adversarial-networks keras-tensorflow srgan photo-realistic-super-resolution image-super-resolution single-image-super-resolution vgg-loss

Updated Apr 19, 2019
Python

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

VedantG-02 / pytorch-ImageBoost

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Implementation and training of SRResNet and SRGAN models from scratch using PyTorch for image super-resolution.

pytorch super-resolution srgan srresnet vgg-loss

Updated Jul 30, 2024
Python

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