mmsegmentation 开源项目推荐（45 个）

open-mmlab /mmdeploy

OpenMMLab Model Deployment Framework

ZwwWayne /K-Net

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

youngwanLEE /MPViT

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

Song-Jingyu /PointPainting

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

csiro-robotics /WildScenes

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

rankseg /rankseg

即时提升分割模型的 mIoU/Dice，无需重新训练。即插即用、无需训练的优化模块。发表于 NeurIPS 和 JMLR。兼容 SAM、DeepLab、SegFormer 等。🧩

isLinXu /vision-process-webui

💡💡💡awesome compute vision app in gradio

Menoly-xin /Hardness-Level-Learning

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

Junjun2016 /DMNet

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

openvinotoolkit /model_preparation_algorithm

Model Preparation Algorithm: a Transfer Learning Framework

Junjun2016 /LiteHRNet

Lite-HRNet: A Lightweight High-Resolution Network

Junjun2016 /APCNet

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

Eli-YiLi /WSSS_MMSeg

Pseudo-mask Matters in Weakly-supervised Semantic Segmentation

xiaojianzhong /SFNet

Semantic Flow for Fast and Accurate Scene Parsing

naitri /PointPainting

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

anhphan2705 /im_pidnet

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

haruishi43 /boundary_boost_mmseg

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

UmbertoPirovano /WiFi6_Collision_Avoidance_Simulator

Wi-Fi6 Collision avoidance simulator for Microsoft AirSim

orihnec /remote-sensing-cloud-detection

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

krolyxon /noiselab

Which speech denoiser works best, when, and at what cost? 11 algorithms, one benchmark, a Simulink model and an interactive web app.