CVAT
Open annotation for vision data.
★★★★★ 4.5 5,100 saves Starting price: Free
Tool information
CVAT annotates images and video for training vision models.
Teams self-host it to label at scale and export datasets.
In-depth review
Open annotation for vision data. CVAT competes in the AI Model Training category, where our editors have reviewed 294 tools so far. It has been bookmarked by 5,100 readers, making it one of the most discussed options in its class. This in-depth review breaks down exactly where CVAT shines, where it falls short, and who should choose it.
In real-world use, CVAT's clearest strengths are Image and video labeling; Self-hostable; Export formats. These advantages matter most for Labeling images, Annotating video, Exporting datasets, Managing teams — the exact workload CVAT was designed around. Readers who prioritise these qualities consistently rank it among their favourites in AI Model Training.
No tool is perfect — before you commit, weigh Setup needs Python skill; UI is technical. CVAT pricing starts at Free. Always confirm the latest plans on the official website, because prices change often. Because you can evaluate the full experience free of charge, CVAT is a low-risk tool to try this week. CVAT is a solid, well-reviewed choice in AI Model Training and deserves a place on your shortlist.
How CVAT compares
CVAT is rated 4.5 out of 5, below the AI Model Training category average of 4.5 across 294 rated tools. Its closest alternatives are Entry Point AI, Roboflow, Labelbox. Popular alternatives include Entry Point AI, Roboflow, Labelbox. Compare their pricing, ratings, and reviews before you decide.
Applicable tasks
Pricing
CVAT pricing starts at Free. Always confirm the latest plans on the official website, because prices change often.
Frequently asked questions
10 editor-written answers about CVAT.
Is CVAT free?
Yes, CVAT is free and open-source.
What is CVAT?
Open annotation for vision data.
Is CVAT free?
Yes — CVAT offers free access (Free). Paid plans unlock higher limits and extra features.
How much does CVAT cost?
CVAT pricing starts at Free. Always confirm the latest plans on the official website, because prices change often.
How do I start using CVAT?
Open the official website with the Visit Tool button on this page, create an account, and follow the onboarding steps. Most people are up and running within minutes.
What can I use CVAT for?
CVAT is commonly used for Labeling images, Annotating video, Exporting datasets, Managing teams.
What are the main advantages of CVAT?
Users most often highlight Image and video labeling; Self-hostable; Export formats.
Are there any downsides to CVAT?
Keep in mind: Setup needs Python skill; UI is technical. Weigh these against your budget and needs.
Who is CVAT best for?
CVAT suits anyone working with AI Model Training — from beginners trying AI for the first time to professionals who rely on it every day.
Can I try CVAT before paying?
Yes — you can try CVAT free of charge (Free) before deciding on a paid plan.
What are good alternatives to CVAT?
Popular alternatives include Entry Point AI, Roboflow, Labelbox. Compare their pricing, ratings, and reviews before you decide.
Pros and cons
CVAT is a solid, well-reviewed choice in AI Model Training and deserves a place on your shortlist.
CVAT is rated 4.5 out of 5, below the AI Model Training category average of 4.5 across 294 rated tools. Its closest alternatives are Entry Point AI, Roboflow, Labelbox.
Pros
- Image and video labeling
- Self-hostable
- Export formats
Cons
- Setup needs Python skill
- UI is technical
Reviews
Rating summary
Editor score★★★★★ 4.5/5
Visitor score☆☆☆☆☆ —/5 (0 reviews)
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Combined ToolScore4.5/5
ToolScore blends 70% editor score with 30% visitor score once visitors have rated.
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