semantic-segmentation

Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking

Label Studio is a multi-type data labeling and annotation tool with standardized output format

CVPR 2026 论文和开源项目合集

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.

Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

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

[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

Gluon CV Toolkit

Tools to Design or Visualize Architecture of Neural Network

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

A curated list of awesome data labeling tools

Official PyTorch implementation of SegFormer

pySLAM is a hybrid Python/C++ Visual SLAM pipeline supporting monocular, stereo, and RGB-D cameras. It provides a broad set of modern local and global feature extractors, multiple loop-closure strategies, a volumetric reconstruction module, integrated depth-prediction models, and semantic segmentation capabilities for enhanced scene understanding.

Sandbox for training deep learning networks

Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors

ICCV 2025 论文和开源项目合集

[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

[IEEE TMI Best Paper Award] Official Implementation for UNet++

3D U-Net model for volumetric semantic segmentation written in pytorch

An extension of Open3D to address 3D Machine Learning tasks

An open source library and framework for deep learning on satellite and aerial imagery.

[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Web labeling tool for bitmap images and point clouds

Core ML model zoo for iOS/macOS — PyTorch models converted to ready-to-use .mlpackage, each with a conversion script and SwiftUI sample app. Sibling repos cover Apple's Core AI framework (iOS/macOS 27) and on-device LLMs.

:art: Semantic segmentation models, datasets and losses implemented in PyTorch.