Keeping track of data after splitting

Is it possible to lable different split segments so you can keep track of them?


I am currently collecting accelerometer data from horses. To characterize their different movements, I am splitting the data per movement. But, I noticed that edge impulse scrambles the segments after splitting, so I have no way of knowing which segment correlates to which movement.

Maybe this can help: Metadata?

However, something is not clear to me. You split the data by different movements. However, you like to characterize the movements, i.e., classify the movements. You have data from horses. You need to divide by horse to prevent data leakage (over-fitting).

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