HumanSignal/label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
- Stars
- 29k
- Forks
- 3.8k
- Open issues
- 901
- Last push
- today
About label-studio
label-studio is a free, open-source computer vision tool by HumanSignal, written mainly in TypeScript. Label Studio is a multi-type data labeling and annotation tool with standardized output format. It has 29k GitHub stars and 3.8k forks, and was last updated today. It's released under the Apache-2.0 license, a standard open-source license.
- License
- Apache-2.0
- Language
- TypeScript
- Stars
- 28,522
- Last update
- today
- Runs on Mac
- Not stated
- GPU
- Not stated
- Paid API key
- Not stated
- Self-hostable
- Yes
Similar free tools
ultralytics63k stars · Ultralytics YOLO27, YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
cvat17k stars · CVAT is a leading data annotation platform for image, video, audio, and 3D datasets. It offers open-source, cloud, and enterprise products, as well as labeling services, with AI-assisted labeling, qua
supervision51k stars · We write your reusable computer vision tools. 💜
deep-learning-drizzle13k stars · Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
labelme16k stars · Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.
label-studio FAQ
Is label-studio free?
Yes. label-studio is open source and free to use. It's released under the Apache-2.0 license, a standard open-source license.
Does label-studio run on a Mac?
Its README doesn't say. Check the installation guide on GitHub before you start.
Does label-studio need a GPU?
Its README doesn't state hardware needs. AI models generally run much faster with a GPU.
Is label-studio still maintained?
Yes. It was last updated today and has 901 open issues on GitHub.
What are alternatives to label-studio?
Similar free, open-source tools include ultralytics, cvat, supervision, yolov5.