What is Label Studio?

**Label Studio** is a **flexible data labeling tool** designed to help you prepare training data for various AI models, including computer vision, natural language processing, speech, and video. Whether you're fine-tuning LLMs, validating AI models, or preparing datasets, Label Studio has got you covered.

What are the features of Label Studio?

* **Multi-Data Type Support**: Label images, audio, text, time series, and more. * **ML-Assisted Labeling**: Save time with machine learning predictions. * **Cloud Integration**: Connect directly to S3 and GCP for seamless data management. * **Customizable Templates**: Adapt layouts to fit your specific workflow. * **Multi-User Projects**: Collaborate with teams on multiple projects simultaneously.

What are the use cases of Label Studio?

* **Computer Vision**: Image classification, object detection, and semantic segmentation. * **Audio & Speech**: Speaker diarization, emotion recognition, and audio transcription. * **NLP & Documents**: Named entity recognition, sentiment analysis, and question answering. * **Time Series & IoT**: Event recognition and segmentation for sensor data. * **Video Processing**: Object tracking and assisted labeling for videos.

How to use Label Studio?

* **Install via PIP**: `pip install -U label-studio` and launch with `label-studio`. * **Brew Installation**: Use `brew install humansignal/tap/label-studio` to get started. * **Git Clone**: Clone the repo, install dependencies, and run the server. * **Docker**: Run the latest version with Docker and access it at `http://localhost:8080/`.

What types of data can I label with Label Studio?

You can label images, audio, text, time series, video, and more.

Does Label Studio support machine learning integration?

Yes, it offers ML-assisted labeling to speed up the process.

Can I use Label Studio for team collaboration?

Absolutely! It supports multiple users and projects.

Is Label Studio open source?

Yes, it’s an open-source platform with a strong community.

Label Studio

5.0

24.25%

Label Studio is the go-to tool for flexible data labeling, supporting multiple data types and offering ML-assisted features for efficient AI model training.

Added on: 2025.03.04

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