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Prepare video dataset for Deep learning

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I have a small annotated video-dataset that consists of (22 videos + CSV file containing the annotation data). 

The CSV file has all the information on the annotation needed, based on Temporal segmentation + spatial point.

The TASK is: 

to prepare this CSV file to be ready to feed a Deep Learning (CNN) model. Specifically, I want to use this framework to train my videos : 

https://classyvision.ai/

So I need to prepare my custom dataset. What I need is to make this CSV file ready to feed the framework. I attached an example of the annotation