Vision API Product Search

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I've implemented Vision API Product Search for my project in which I upload photos of a clothing piece and try to find the similar clothes. Vision API used to worked well when I only had grey and white clothes in my training set, but when I added colorful clothes in the training set, it doesn't work at all! Is there anyone who faced the same/a similar problem?

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You could try the Image Properties feature of Vision API which detects general attributes of the image, such as dominant color. 1