I'd like to implement the following: in a mobile app (Android, Windows Phone) the user takes a photo, and my app searches for such an image on the web. I was told that Google has something like that. I found a page about Google Image Search, but it is written that it is deprecated. It advises to use Custom Search instead, but I didn't find image search there (only text search). My question is: does a solution for image searching from a mobile app exist?
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google provide api for image search through keyword, you are looking for search through image ? may be this can of any help Google Search by Image API?
if you are looking for search by image tineye api is useful

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Iftikar Urrhman Khan
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Yes, in that answer the same link to deprecated google image search is provided... – user1460819 May 19 '13 at 06:00
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google api is deprecated so you can use tineye if you want to achieve image search – Iftikar Urrhman Khan May 19 '13 at 06:01