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Hi,

You can install docker on Windows and use Windows subsystem for Linux (WSL) to build the docker image and run. Before the answer I successfully did that:

A very nice article how to install docker on Windows: https://nickjanetakis.com/blog/setting-up-docker-for-windows-and-wsl-to-work-flawlessly

I used Ubuntu 18.04 from Windows store: https://www.microsoft.com/en-us/p/ubuntu-1804/9n9tngvndl3q

In my case I was behind a proxy thus some extra steps were necessary to make. But finally it works. Enough!

P.S. Next time please post your questions directly here: https://github.com/opencv/cvat/issues. Primary developers don't monitor the Q&A forum. If you like the tool please don't hesitate to star it!