CVAT is an open-source tool for image and video annotation, designed for computer vision tasks. It offers a web interface for annotation...
Best LabelMe Alternatives ranked by AI · updated May 2025
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LabelMe is an online annotation tool that allows users to annotate images with objects and part locations. It supports polygon annotations.
Top 3 LabelMe alternatives
VGG Image Annotator is a lightweight, browser-based tool for manually annotating images, videos, and audio. It is designed for researchers and developers...
Pros
- Runs locally in a browser with no server or account required
- Supports image, video, and audio regions with customizable attributes
- Exports annotations in several common formats including JSON and CSV
Cons
- Less suitable for large teams than Label Studio or CVAT
- Limited workflow management, review, and collaboration features
- Less capable for complex video and 3D annotation than specialized platforms
LabelImg is a graphical image annotation tool that is also open-source and supports object detection annotations.
Pros
- Simple and easy-to-use
- Supports object detection
Cons
- Limited to image annotation
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