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So far I have been using labelme to label objects in videos I use for training, but it is quite time consuming.

Are there good tools to help with that?

I was thinking about a tool where I label some frames, and the tool would then match the labelled areas in the next frames. Note that a simple interpolation would not be enough.

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You could use some tracking lib. Adrian Rosebrock gives nice overview on his blog.

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