label-studio 开源项目推荐（119 个）

HumanSignal /label-studio

Label Studio 是一款多类型数据标注与注释工具，具有标准化输出格式

HumanSignal /label-studio-frontend

Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package

HumanSignal /label-studio-transformers

使用 HuggingFace 的 transformers 标注数据，并自动获得预测服务

seblful /label-studio-yolo-backend

YOLO Backend for Label Studio.

asehmi /streamlit-label-studio-frontend

A Streamlit component integrating Label Studio Frontend in Streamlit applications

35grain /label-studio-yolov8-backend

Custom YOLOv8 backend for Label Studio

HumanSignal /dm2

Full-fledged Data Exploration Tool for Label Studio

HumanSignal /awesome-label-studio-configs

A community-driven collection of Label Studio configs for various data annotation tasks.

4rn3 /yolov7_labelstudio

Fine tuning YoloV7 to detect white, red bloodcells and platelets to be used as backend in label studio for pre annotating

JayThibs /Weak-Supervised-Learning-Case-Study

Exploring NLP weak supervision approaches to train text classification models. The project is also a prototype for a semi-automated text data labelling platform. Approaches: Snorkel and Zero-Shot Learning.

Mathis-L /dofus-bot

Automatiser les métiers de récolte dans Dofus (bûcheron, alchimiste) grâce à la détection d’objets en temps réel (YOLO) et à Python. Il utilise la capture d’écran, le traitement d’image et des mouvements naturels de la souris pour récolter les ressources en jeu. ⚠️ Avertissement : Projet uniquement destiné à des fins éducatives et techniques

Yashsonaar /LayoutLMv3-Fine-Tuning

Welcome to the LayoutLMv3 Fine-Tuning project! 🚀 This project focuses on extracting structured data from invoices and PDFs using LayoutLMv3, PaddleOCR, and Label Studio. The system extracts key fields like invoice number, date, vendor GSTIN, PAN, product description, rate, quantity, and amount.

tristanratz /Interactive-Image-Segmentation

An AI-aided image segmentation ML-Module for Heartexlab/Label-Studio. Easy to deploy. Great to use.

khang3004 /Edu_Omni_MyMind

EduMIND — Multimodal Bilingual Lecture Assistant with Anti-Forget RAG, Whisper ASR, VietMix NMT (CMI-aware), and Human-in-the-Loop Active Learning via Label Studio. Built for code-mixed Vietnamese–English academic environments.

shivamprasad1001 /yolo-custom-trainer

A complete deep learning workflow for training and deploying custom object detection models using Ultralytics YOLOv8.

Yyalexx /detecting-beer

Определение количества позиций товара на витрине по фотографиям. (label-studio, yolov5, torch, rabbitmq, pika, docker-compose)

wyregey779-dot /trace-annotate

Local video annotation for general and embodied datasets, with multi-track review and export.

pavtiger /label-studio-clip-ml-backend

Annotation assistant tool that uses CLIP to find described objects in dataset and label them

HumanSignal /label-studio-plugins

Plugins to extend Label Studio with custom workflows, integrations, and UI components.

smart-on-fhir /chart-review

Measure agreement between chart reviewers.