vztu Goto Github PK

hit-gan

Tensorflow implementation for "Improved Transformer for High-Resolution GANs" (NeurIPS 2021).

image-quality-assessment

Convolutional Neural Networks to predict the aesthetic and technical quality of images.

instcolorization

internetarchive

A Python and Command-Line Interface to Archive.org

iqa-optimization

Comparison of IQA models in Perceptual Optimization

knkutils

MATLAB utility functions written by Kendrick Kay

koniq

KonIQ-10k Deep Learning Models

koniq-pytorch

A Pytorch implementation of No-Reference Image Quality Assessment (NR-IQA) models trained on the KonIQ-10k dataset

live-iqa

iqa

live-yt-banding-database

This is the repository for LIVE-YouTube banding database.

maxim

[CVPR 2022] Unofficial repository for "MAXIM: Multi-Axis MLP for Image Processing". Official repo: https://github.com/google-research/maxim

maxim-pytorch

[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim

maxvit

mimo-unet

MIMO-UNet - Official Pytorch Implementation

mprnet

Official repository for "Multi-Stage Progressive Image Restoration" (CVPR 2021). SOTA results for image deblurring, deraining, and denoising.

mspfn

Multi-Scale Progressive Fusion Network for Single Image Deraining

paq-2-piq

Source code for "From Patches to Pictures (PaQ-2-PiQ): Mapping the Perceptual Space of Picture Quality"

paq2piq

PaQ2PiQ in PyTorch

patchvq

Patch-VQ: ‘Patching Up’ the Video Quality Problem

perceptualsimilarity

LPIPS metric. pip install lpips

pix2pix-tensorflow

TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

qagans

Quality Aware Generative Adversarial Networks

raisr

A Python implementation of RAISR

rapique

[IEEE OJSP'2021] "RAPIQUE: Rapid and Accurate Video Quality Prediction of User Generated Content", Zhengzhong Tu, Xiangxu Yu, Yilin Wang, Neil Birkbeck, Balu Adsumilli, Alan C. Bovik

restormer

Official repository for "Restormer: Efficient Transformer for High-Resolution Image Restoration". SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

shaping_datasets

Mixed Integer Linear Programming for selecting a subset of a dataset, while enforcing at the same time a particular distribution in each dimension. The code uses Matlab's "intlinprog" solver, which is part of the optimization toolbox.

srntt

Image Super-Resolution by Neural Texture Transfer

srntt-pytorch

A PyTorch implementation of SRNTT, which is a novel RefSR method.

swin-transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

temporal_pooling

Implementation of temporal pooling methods studied in [ICIP'20] A Comparative Evaluation Of Temporal Pooling Methods For Blind Video Quality Assessment