cloud-annotations/cloud-annotations

Health v2 · maintenance only

Adoption not part of the score

2678 stars · 444 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Cloud Annotations is a collaborative open-source image annotation tool for creating labeled training datasets for object detection and classification. Its hosted version is no longer available, so it must be run locally via the experimental Iris project.

Use cases

• label images for object detection training
• annotate bounding boxes on images for a dataset
• collaborative image labeling for a team
• create training data for a computer vision model
• label images for TensorFlow training

When to choose

• you need a free, self-hostable image annotation tool for teams
• you want to prepare labeled image datasets for object detection or classification

When to avoid

• you want a hosted, ready-to-use annotation service - the hosted version is discontinued
• you need actively maintained software with recent updates
• you need annotation for video, audio, or text rather than images

Facets

application · maturity abandoned

image-processing computer-vision machine-learning computer-vision machine-learning image-processing self-hosted image-annotation labeling object-detection collaboration training-data web-server nodejs

Member repositories

For agents

markdown · JSON · MCP: product_card(name="cloud-annotations/cloud-annotations")