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How to build a model for visual comparison of car ads

There is an auto ad base and an anchor ad. You need to find archival ads where visually another car: a different color, interior, wheels, body or angle. How to set a task and train a model?

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How to build a model for visual comparison of car ads — interview question — ML Mentor