PyTorch Image Quality Assessement package

Comparison of IQA models in Perceptual Optimization

A simple and useful implementation of LPIPS.

A U-net GAN for jpeg artifact removal

Unofficial Implementation of E-LatentLPIPS(Ensembled-LatentLPIPS) of Diffusion2GAN

Adversarial Pertubation System for images that specifically targets image scrapers for unauthorized AI uses. Applies imperceptible perturbations using a PGD attack that specifically targets the CLIP vision model. Attack constrained by LPIPS perceptual loss and saliency mask to preserve visual fidelity.

Deep learning-based image restoration pipeline with DnCNN, NAFNet, and legacy joint models. Includes PSNR/SSIM/LPIPS evaluation and visual comparisons.

High-Performance 2D Gaussian Splatting Renderer for Adaptive Image Representation and Compression

多种音频评估方法复现

A novel framework for Single Image Super Resolution using Generative Adversarial Network (GAN), namely "Wide Activation with Enhanced Perception Super Resolution GAN (WAEP SRGAN)".

This repository contains the source code associated with the paper titled "Implementation of a conditional latent diffusion-based generative model to synthetically create unlabeled histopathological images".

E-LPIPS: 通过随机变换集成实现稳健的感知图像相似性部署模型

This repository contains a dataset with subjective test results.

(WIP) A primitive photo editor for for exploring lpips and creating improved stylegan datasets.