Lansv-Noer

emo-visual-data

😜 表情包视觉数据集，使用glm-4v、step-1v的图像解析能力标注。

memory_profiler

Monitor Memory usage of Python code

Open-Sora

Open-Sora: Democratizing Efficient Video Production for All

aesthetic-predictor-v2-5

SigLIP-based Aesthetic Score Predictor

MNBVC

MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化，也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志、论文、台词、帖子、wiki、古诗、歌词、商品介绍、笑话、糗事、聊天记录等一切形式的纯文本中文数据。

StableCascade

Official Code for Stable Cascade

FaRL

FaRL for Facial Representation Learning [Official, CVPR 2022]

ComfyUI_Cutoff

cutoff implementation for ComfyUI

T-Rex

[ECCV2024] API code for T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy

CodeFormer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

ImageMagick

🧙‍♂️ ImageMagick 7

tinydb

TinyDB is a lightweight document oriented database optimized for your happiness :)

IQA-Dataset

A unified interface for downloading and loading popular Image Quality Assessment (IQA) datasets.

highway

Performance-portable, length-agnostic SIMD with runtime dispatch

intro_dgm

"Deep Generative Modeling": Introductory Examples

all-of-statistics

Self-study on Larry Wasserman's "All of Statistics"

CompressAI

A PyTorch library and evaluation platform for end-to-end compression research

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

deeplab-pytorch

PyTorch re-implementation of DeepLab v2 on COCO-Stuff / PASCAL VOC datasets

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

BasicSR

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

mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

fast_blind_video_consistency

Learning Blind Video Temporal Consistency (ECCV 2018)

CONTRIQUE

Official implementation for "Image Quality Assessment using Contrastive Learning"

powerqe

Empower the quality enhancement approaches for compressed images/videos.

focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

video-quality

Video quality metrics, reference implementation in python: VIF, SSIM, PSNR, ...

NTIRE21_VEnh

mmdetection

OpenMMLab Detection Toolbox and Benchmark