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- 简介:
- Open source data labeling tool for many data types, with ML backend integration.
- 收录日期:
- 2026年11月2日
- 网站:
- labelstud.io
- 公司:
- HumanSignal, Inc.
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简介
当前简介使用原始语言（English）。
Label Studio is an open source tool for labeling images, audio, text, time series and video across multiple projects and users. It connects to ML backends, supports ML-assisted labeling and can be used for LLM fine-tuning, training data preparation and model validation.
- 收录日期
- 2026年11月2日
- 网站
- labelstud.io
- 公司
- HumanSignal, Inc.
产品信息
Label Studio 是什么？
Label Studio is a flexible open source platform for annotating data of many types and plugging it into ML pipelines.
Label Studio 的核心功能
- Images, audio, text, video and time series
- Configurable layouts and templates
- Webhooks, Python SDK and API
- ML-assisted labeling
- S3 and GCP storage connections
- Data Manager with filters
Label Studio 的使用场景
- 1Image classification, detection and segmentation
- 2Audio classification and transcription
- 3NLP tasks such as entity recognition and sentiment
- 4Video classification and object tracking
- 5LLM fine-tuning and evaluation
如何使用 Label Studio？
Install via pip, Brew, Git or Docker, launch it, import data, create a project and label with customizable tags and templates.
关于 Label Studio 的常见问题
What data types does Label Studio support?+
Images, audio, text, time series, multi-domain and video.
How do I install Label Studio?+
Through pip, Brew, Git or Docker.
How does Label Studio connect to an ML pipeline?+
Via Webhooks, a Python SDK and an API for creating projects, importing tasks and managing predictions.
Label Studio 属于什么分类？+
Label Studio 归类于AI 代码编辑器。
Label Studio 的标签
data labelingopen sourceai developer toolsllm fine-tuningmachine learningGoodAI 徽章嵌入
