ML: Distinguish right <> left foot

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Created Dec ’21

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I am excited about Create ML and tried to train a detector for feet. I gave it training data two sets of objects: The left foot and the right foot. However, I was surprized that also just one model (left or right) detected both type of feet: left and right.

I really have no deep understanding of ML but I was wondering if this means the resulting model cannot be trained to distinguish if an object is mirrored ? Do you see any chance to train a model that could be used to find an object - but but its mirrored counterpart?

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OP

Apple

Jan ’22

However, I was surprized that also just one model (left or right) detected both type of feet: left and right.

I am not sure I completely understand this. But, I would expect a trained image classifier CreateML model that is trained with left and right foot images tagged as "left" and "right" to predict left and right foots correctly. The model should be robust enough to do that.

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