view how "balanced" the labels for a project/task are

[felixkarevo]

Hi! Thanks for your great work improving CVAT! I use it very often.
My suggestion is to include some kind of visualization that shows if the labels of a dataset (project/task) are balanced. E.g. I train yolo models and during the training one output is a file that shows how many instances of a class are in my dataset. It would be cool to have this in CVAT too. Best, Felix

[bsekachev]

Hello

You may consider using dedicated solution FiftyOne for dataset visualization.

[felixkarevo]

Hi @bsekachev , I know FiftyOne. However, I think it would still be nice to have a simple bar chart visualization with all instances directly in CVAT. Then I dont need yet another tool besides all the tools I already use.

[bsekachev]

CVAT has analytics report feature which can display number of objects for each class, however it is not open sourced.

[felixkarevo]

I see :-)