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Why is food on a tray difficult to recognize?

There may be several dishes on the plate, they mix and overlap each other. Why don't segmentation or metric learning solve the problem automatically?

Answer as you would in an interview

Answer aloud or write down a few key points. The text field is optional; the review opens after your attempt.

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Why is food on a tray difficult to recognize? — interview question — ML Mentor