Active Learning
Allgemeine Label Tools
- Labelbox: the data platform for high quality training and validation data for AI applications.
- Scale AI: data platform for AI that provides high quality training data.
- Label Studio: a multi-type data labeling and annotation tool with standardized output format.
Label Studio
- Universal Data Tool: collaborate and label any type of data, images, text, or documents in an easy web interface or desktop app.
- Prodigy: recipes for the Prodigy, our fully scriptable annotation tool.
- Superintendent: an ipywidget-based interactive labelling tool for your data to enable active learning.
NLP Label Tools
- Doccano: an open source text annotation tool for text classification, sequence labeling and sequence to sequence tasks.
- BRAT: a rapid annotation tool for all your textual annotation needs.
Computer Vision Label Tools
- How to annotate images using Google's cloud vision API → video tutorial
- LabelImg: a graphical image annotation tool and label object bounding boxes in images.
- CVAT: a free, online, interactive video and image annotation tool for computer vision.
- VoTT: an electron app for building end-to-end object detection models from images and videos.