auto-labeling 开源项目推荐（62 个）

vietanhdev /anylabeling

在YOLO、Segment Anything（Sam+ SAM 2/2.1+ SAM 3）、ALESAM 3的AI支持下，轻松实现AI辅助数据标签！

autodistill /autodistill

无需标注即可对图像进行推理（使用基础模型训练监督模型）。

PurCL /ASE

A continuously updated collection of papers on agentic SE

Somnusochi /VLM-AutoYOLO

AI自动注释与YOLO训练流水线，端到端物体自动标记和YOLO训练平台。基于VLM的标注支持NVIDIA LocateAnything-3B，手动细化，一键YOLO训练，视频关键帧提取和模型验证。支持图片和视频。

NVlabs /alpamayo-coc-autolabeler

NVIDIA CoC Autolabeler is an open autolabeling pipeline for autonomous vehicles that generates Chain-of-Causation reasoning labels and meta-actions from raw driving clips.

X-UP-SI /RegionSpot

识别任意区域

NVlabs /DiscoBox

The Official PyTorch Implementation of DiscoBox.

Spphire /RM-labeling-tool

It's a simulator based on Unity for RoboMaster. You can use it to get some labeled dataset for deep learning

CaptchaAgent /hcaptcha-model-factory

🏗 hCaptcha image label binary model factory (PyTorch Training, Cluster-based Auto Label Tools, Export ONNX model, ONNX model inference)

DS2BRAIN /ds2

无需编码即可使用 AI 模型的最简单方式（支持 Web UI 和 API）

trane-dev /Trane

An open source python library for automated prediction engineering

mosamdabhi /MBW

This work generates 2D and 3D landmark labels from videos with only two or three uncalibrated, handheld cameras moving in the wild. NeurIPS 2022.

GGBond2424648901 /YOLOv-AutoLabel-Tool_v3

# 🎯 YOLOv智能标注工具 一个功能强大的网页端YOLOv自动标注工具，支持目标检测和实例分割，可加载自定义训练模型，自动标注图片和视频，并导出为多种训练格式，可调整数据集导出比例，自定义类型ID。

github-community-projects /ospo-reusable-workflows

Centralized Reusable GitHub Actions

feiyuhuahuo /HuaHuoLabel

华火标签是一款多功能人工智能数据标签工具，支持五项计算机视觉任务的数据标签，包括单类别分类、多类别分类、语义分割、对象检测和实例分割。它还能进行图像编辑、数据集管理、自动标记和伪标签生成。

0xAthkot /aionvis

One sentence in, trained computer vision model out, zero human labels. An autonomous agent swarm (FLUX.2 - SAM 3 - Gemma 4) running entirely on one AMD Instinct MI300X (AMD Compute used). AMD Developer Hackathon ACT II.

enekuie /COCO-json-annotations-to-YOLO-txt-format-converter

This code is for converting COCO json annotations to YOLO txt format (which both are common in object detection projects).

bakuai-as /BakuFlow

An simplified and automation labeling tool

harit7 /TBAL-NeurIPS-23

Promises and Pitfalls of Threshold-based Auto-labeling (NeurIPS 2023, Spotlight)

jwcesign /gitautomator

A smart automated GitHub bot for managing GitHub projects.