data-annotation 开源项目推荐（372 个）

cleanlab /cleanlab

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

diffgram /diffgram

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

taivop /awesome-data-annotation

A list of tools for annotating data, managing annotations, etc.

explosion /prodigy-recipes

适用于 Prodigy（我们完全可脚本化的标注工具）的配方

yihong1120 /Construction-Hazard-Detection

使用 YOLO 进行目标检测来提升建筑工地安全，识别未戴安全帽或未穿安全背心的工人、靠近机械或车辆等危险。HDBSCAN 对安全锥坐标进行聚类以创建监控区域。后处理算法提高检测准确率。

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。

explosion /jupyterlab-prodigy

用于通过 Prodigy 标注数据的 JupyterLab 扩展

avenix /WDK

Wearables Development Toolkit——用于传感器信号活动识别应用的开发环境

thepanacealab /SMMT

Social Media Mining Toolkit (SMMT) main repository

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.

CertifaiAI /classifai

🔥 One of the most comprehensive open-source data annotation platform.

slrbl /human-in-the-loop-machine-learning-tool-tornado

Tornado is an open source Human-in-the-loop machine learning tool. It helps you label your dataset on the fly while training your model through a simple web user interface. It supports all data types: structured, text and image.

on-panda /on-panda

🐼 Steer your LLMs and agents at the token level: A web tool for token visualization & control, model inspection, installation-free harness, and LLM & agent trajectory annotation.

pixano /pixano

Data-centric AI building blocks for computer vision applications

BatsResearch /alfred

A system for prompted weak supervision. Alfred is a powerful tool that leverages large language models to accelerate data annotation.

amastaneh /PersianDataAnnotations

PersianDataAnnotations is ASP.NET Core MVC & ASP.NET MVC Custom Localization DataAnnotations (Localized MVC Errors) for Persian(Farsi) language - فارسی سازی خطاهای اعتبارسنجی توکار ام.وی.سی. و کور.ام.وی.سی. برای نمایش اعتبار سنجی سمت کلاینت

TAMS-Group /tamsviz

Visualization and Annotation Tool for ROS

ufal /factgenie

Lightweight self-hosted span annotation tool

hazegreleases /JIETStudio

A free and opensource yolov8, yolo11 and yolo26 all in one training tool that automates file structure and yaml files, auto labeling with SAM2, brush system for uninterupted labeling, a strong modular augmentation system where anybody can write their own filters and training. Without having to open terminal.

saran9991 /llm-data-annotation

Use Large Language Models like OpenAI's GPT-3.5 for data annotation and model enhancement. This framework combines human expertise with LLMs, employs Iterative Active Learning for continuous improvement, and integrates CleanLab (Confident Learning) to ensure high-quality datasets and better model performance