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Jun 7, 2022 · Artificial Intelligence

How to Implement SRCNN for Image Super‑Resolution in PyTorch

This article walks through a complete PyTorch implementation of the SRCNN model for image super‑resolution, covering dataset preparation, patch extraction, model architecture, training on a GTX 770 GPU for 2500 epochs, PSNR evaluation, and visual comparisons with bicubic up‑sampling.