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Kategorie

Data labeling

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

Im Vergleich

Data labeling
ToolSterneLizenzBedingungenSelbst hostbarSpracheNeuestes ReleaseLetzter Push
Label Studio28kApache-2.0Open SourceJaTypeScript1.23.22026-10-06
CVAT17kMITOpen SourceJaPythonv2.77.02026-10-06
Labelme16kGPL-3.0Open SourceJaPythonv7.8.02026-10-05
doccano11kMITOpen SourceJaPythonv1.8.52026-04-14
X-AnyLabeling11kGPL-3.0Open SourceJaPythonv4.1.02026-10-06
Argilla5.1kApache-2.0Open SourceJaPythonv2.8.02026-10-06

6 Tools

Label Studio

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

Sprache
TypeScript
Lizenz
Apache-2.0
Sterne
28k
Neuestes Release
1.23.2
Letzter 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.

Sprache
Python
Lizenz
MIT
Sterne
17k
Neuestes Release
v2.77.0
Letzter Push
2026-10-06
Labelme

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

Sprache
Python
Lizenz
GPL-3.0
Sterne
16k
Neuestes Release
v7.8.0
Letzter Push
2026-10-05
doccano

Open source annotation tool for machine learning practitioners.

Sprache
Python
Lizenz
MIT
Sterne
11k
Neuestes Release
v1.8.5
Letzter 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.

Sprache
Python
Lizenz
GPL-3.0
Sterne
11k
Neuestes Release
v4.1.0
Letzter Push
2026-10-06
Argilla

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

Sprache
Python
Lizenz
Apache-2.0
Sterne
5.1k
Neuestes Release
v2.8.0
Letzter Push
2026-10-06

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