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Relevant image search algorithm

Hello,

We want to develop a mobile application which helps the user to take a photo of a product (like shirt, belt, shoes etc.) and search the relevant product available in the e-commerce sites. If I took the photo of a shirt with black checks '(front view), it should match the image of similar shirt with black check even if it is side view of that shirt.

We have tried LIRE in Java but its not returning relevant matches we are expecting, some irrelevant products are also listing at the top.

The idea is, there is a search image and a folder of images the search should list the most relevant images.

How can we implement it? Is there any open source algorithm available in Java?