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Recognition different steps in a video

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I have access to several videos. I would like to create a machine/deep learning model that can recognize different steps in a new unseen video.

For example: let me keep it simple and give an example of coffee. So I have several videos of people making coffee. Step 1: brewed coffee (e.g.: time 0:00 to 0:20), step 2: added sugar (e.g.: time 0:23 to 0:31) and step 3: stir (e.g.: time 0:33 to 0:45 ).

How should I label my footage and in what direction should I look to choose a good model?

I haven't tried anything yet because I got stuck on the above problem.

Can anyone point me in the right direction?


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