OpenMMLab Model Deployment Framework

[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation

[CVPR 2022] MPViT:Multi-Path Vision Transformer for Dense Prediction

This repository is an open-source PointPainting package which is easy to understand, deploy and run!

[IJRR2024] The official repository for the WildScenes: A Benchmark for 2D and 3D Semantic Segmentation in Natural Environments

Boost segmentation model mIoU/Dice instantly WITHOUT retraining. A plug-and-play, training-free optimization module. Published in NeurIPS & JMLR. Compatible with SAM, DeepLab, SegFormer, and more. 🧩

💡💡💡awesome compute vision app in gradio

Not All Pixels Are Equal: Learning Hardness Probability for Semantic Segmentation.

Dynamic Multi-scale Filters for Semantic Segmentation (DMNet ICCV'2019)

Model Preparation Algorithm: a Transfer Learning Framework

Lite-HRNet: A Lightweight High-Resolution Network

Adaptive Pyramid Context Network for Semantic Segmentation (APCNet CVPR'2019)

Pseudo-mask Matters in Weakly-supervised Semantic Segmentation

Semantic Flow for Fast and Accurate Scene Parsing

Improved PIDNet for real-time semantic segmentation. Work in progress.

Codebase for our paper: "Boosting Semantic Segmentation with Semantic Boundaries"

A pytorch implementation of Semantic Segmentation for both LIDAR & Camera using SegFormer & PointPainting paper Pytorch

Wi-Fi6 Collision avoidance simulator for Microsoft AirSim

Remote sensing cloud detection training, ONNX conversion, encrypted inference and offline deployment pipeline.

Open Vocabulary (OV) Visual Task SOTA papers with our customized ceiling painting dataset.