Popular GitHub Repositories for Iqa

Measures and metrics for image2image tasks. PyTorch.

A comprehensive collection of IQA papers

Official implementation for CVPR2023 Paper "Re-IQA : Unsupervised Learning for Image Quality Assessment in the Wild"

DSL-FIQA: Assessing Facial Image Quality via Dual-Set Degradation Learning and Landmark-Guided Transformer (CVPR 2024)

Pure RL without SFT to post-train base models for social reasoning capabilities. Lightweight replication of DeepSeek-R1-Zero with Social IQa dataset.

Code for the paper "IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models"

Non-local Modeling for Image Quality Assessment

Applying Evolutionary Computing to Diffusion Models

[TMLR 2023] as a featured article (spotlight :star2: or top 0.01% of the accepted papers). In this study, we systematically examine the robustness of both traditional and learned perceptual similarity metrics to imperceptible adversarial perturbations.

Official implementation of our IEEE Access paper (2024), ZEN-IQA: Zero-Shot Explainable and No-Reference Image Quality Assessment with Vision Language Model