The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RN…

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Awesome Knowledge Distillation

Monkey (LMM): Image Resolution and Text Label Are Important Things for Large Multi-modal Models (CVPR 2024 Highlight)

Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)

List the AI for Science papers accepted by top conferences

Awesome Crowd Counting

This project focuses on the application effect of existing virtual fitting model on men's clothing in different seasons, and deeply analyzes its technical bottleneck and improvement direction.

an open-access, user-friendly, and smartphone-based platform encapsulated within a WeChat Mini-Program for instant plant pheno- typing

A Python library for alpha matting

人像matting数据集，包含34427张图像和对应的matting结果图。

Refreshing Similarity-based Feature Upsampling

[CVPR 2021 & IJCV 2024] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera…

TOM-Net: Learning Transparent Object Matting from a Single Image (CVPR 2018 Spotlight)

The project is the inference implementation of our ICCV2019 paper "Context-aware Image Matting for Simultaneous Foreground and Alpha Estimation"

Real-Time High-Resolution Background Matting

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

Transparent Image Layer Diffusion using Latent Transparency

A curated list of awesome computer vision resources

[CVPR 2024] Code release for "Unsupervised Universal Image Segmentation"

A curated list of resources on implicit neural representations.

A collection of various deep learning architectures, models, and tips

Pytorch implementation for Semantic Segmentation/Scene Parsing on MIT ADE20K dataset

[CVPR2021]Learning Affinity-Aware Upsampling for Deep Image Matting

Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision (CVPR 2020 Oral)