Shypd.aiThe largest open index of AI toolsDeep-Photo-Enhancer is an Open Source photo editing tool that provides a TensorFlow implementation for deep photo enhancement. It uses GANs for unpaired learning, improving image quality without requiring paired training data.
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Deep-Photo-Enhancer is an open-source project offering a TensorFlow implementation of the CVPR 2018 spotlight paper, "Deep Photo Enhancer: Unpaired Learning for Image Enhancement from Photographs with GANs." This tool allows users to enhance photographs using deep learning, specifically Generative Adversarial Networks (GANs), without the need for paired input and output images for training. It includes models for both supervised and unsupervised learning, and provides a simplified tutorial for processing images. The project also highlights improvements like global U-Net, adaptive WGAN (A-WGAN), and individual batch normalization (iBN) for better results in various applications beyond photo enhancement.
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