π‘ Pick CVAT for collaborative projects, video tracking, 3D data, and automated annotation workflows.
CVAT is an open-source video and image annotation tool.
Pros
- Cost-effective
- Customizable
Cons
- Limited support
Free and open-source
VGG Image Annotator is a lightweight, browser-based tool for manually annotating images, videos, and audio. It is designed for researchers and developers who need local, privacy-friendly labeling without installing a server.
π‘ Pick CVAT for collaborative projects, video tracking, 3D data, and automated annotation workflows.
CVAT is an open-source video and image annotation tool.
Free and open-source
π‘ Pick Label Studio when you need flexible multimodal labeling, review workflows, or machine-learning integrations.
Label Studio is a versatile data labeling tool with support for various data types and tasks.
Free and Paid plans available
π‘ Pick Roboflow if you want annotation connected directly to dataset versioning, training, and deployment.
Roboflow is a platform that simplifies the process of managing and deploying computer vision models.
Starting at $19/month
π‘ Pick Supervisely for production teams needing advanced automation, 3D labeling, collaboration, and dataset management.
Supervisely is a computer vision platform combining data annotation, dataset management, model training, and deployment tools. It targets research groups and ML...
Free community plan; paid plans custom
makesense.ai community
π‘ Pick makesense.ai for the quickest free browser workflow focused on basic image bounding boxes and polygons.
makesense.ai is a free browser-based image annotation tool for creating labels such as bounding boxes, polygons, and points. It is aimed at...
Recogito
π‘ Pick Annotorious when annotation must be embedded inside a custom web application or IIIF-based image workflow.
Annotorious is an open-source JavaScript library for adding image annotation interfaces to web applications. It is intended for developers who need embeddable...
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