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a-bench

[LMM + AIGC] What do we expect from LMMs as AIGI evaluators and how do they perform?

agent_location_identification

basicvqa

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, etc. Also support StyleGAN2, DFDNet.

clip-iqa

[AAAI 2023] Exploring CLIP for Assessing the Look and Feel of Images

co-instruct

④[Comparison among Multiple Images!] A study on open-ended multi-image quality comparison: a dataset, a model and a benchmark.

convex

dover-dev

This is a [forked version] for author's debugging. Please jump to https://github.com/QualityAssessment/DOVER for stable version to use.

face-parsing.pytorch

Using modified BiSeNet for face parsing in PyTorch

fast-vqa-and-fastervqa

Official Code for [ECCV2022 Paper] FAST-VQA: Efficient End-to-End Video Quality Assessment with Fragment Sampling, and its extended version FasterVQA.

gatedconvolution_pytorch

A modified reimplemented in pytorch of inpainting model in Free-Form Image Inpainting with Gated Convolution [http://jiahuiyu.com/deepfill2/]

gatsby

Build blazing fast, modern apps and websites with React

glow-pytorch

pytorch implementation of openai paper "Glow: Generative Flow with Invertible 1×1 Convolutions"

ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

just-ask

[TPAMI Special Issue on ICCV 2021 Best Papers, Oral] Just Ask: Learning to Answer Questions from Millions of Narrated Videos

lernapparat

Various Notebooks for Lernapparat.de

linear-networks

trivial

linearityiqa

Norm-in-Norm Loss with Faster Convergence and Better Performance for Image Quality Assessment (ACM MM 2020)

llava

[NeurIPS 2023 Oral] Visual Instruction Tuning: LLaVA (Large Language-and-Vision Assistant) built towards multimodal GPT-4 level capabilities.

lmms-eval

Q-Bench, Q-Bench+ and LongVideoBench for LMMs-Eval

lowlevelvision

mathinfoage

Python Code Sources for Lecture MathInfoAge

maxvqa-dev

[ACMMM, 2023] "Towards Explainable Video Quality Assessment: A Database and a Language-Prompted Approach"

nadu-dmdr

NTIRE 2020 Challenge / Developed for Comp. Photography Lecture

old_timothyhtimothy.github.io

My homepage

opencompass

A fork for opencompass to integrate Q-Bench into irt.

pkuautosubmit

PKU一键出入校备案小工具

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

q-align

[IQA, IAA, VQA] All-in-one LMM/MLLM for visual scoring.

q-bench-fork

TL, DR: A systematic benchmark for multi-modality LLMs (MLLMs) on low-level vision and visual quality assessment.