← retour

catégorie

Data labeling

Annotate images, video, text and audio to build training and evaluation datasets.

Côte à côte

Data labeling
OutilÉtoilesLicenceConditionsAuto-hébergeableLangageDernière releaseDernier push
Label Studio28kApache-2.0Open sourceOuiTypeScript1.23.22026-10-06
CVAT17kMITOpen sourceOuiPythonv2.77.02026-10-06
Labelme16kGPL-3.0Open sourceOuiPythonv7.8.02026-10-05
doccano11kMITOpen sourceOuiPythonv1.8.52026-04-14
X-AnyLabeling11kGPL-3.0Open sourceOuiPythonv4.1.02026-10-06
Argilla5.1kApache-2.0Open sourceOuiPythonv2.8.02026-10-06

6 outils

Label Studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Langage
TypeScript
Licence
Apache-2.0
Étoiles
28k
Dernière release
1.23.2
Dernier push
2026-10-06
CVAT

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, quality assurance, team collaboration, analytics, and developer APIs.

Langage
Python
Licence
MIT
Étoiles
17k
Dernière release
v2.77.0
Dernier push
2026-10-06
Labelme

Image annotation with Python. Supports polygon, rectangle, circle, line, point, and AI-assisted annotation.

Langage
Python
Licence
GPL-3.0
Étoiles
16k
Dernière release
v7.8.0
Dernier push
2026-10-05
doccano

Open source annotation tool for machine learning practitioners.

Langage
Python
Licence
MIT
Étoiles
11k
Dernière release
v1.8.5
Dernier push
2026-04-14
X-AnyLabeling

X-AnyLabeling: A lightweight, efficient, and unified cross-platform desktop application for annotating text, image, video, and multimodal data, combining versatile built-in tools with state-of-the-art AI models and flexible multi-format export.

Langage
Python
Licence
GPL-3.0
Étoiles
11k
Dernière release
v4.1.0
Dernier push
2026-10-06
Argilla

Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets

Langage
Python
Licence
Apache-2.0
Étoiles
5.1k
Dernière release
v2.8.0
Dernier push
2026-10-06

Ce que ces outils remplacent