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Find tiles of a tileset based on a level image


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tl;dr: Do you know any automated tool with which it is possible to decrypt / reverse engineer / find tiles in a tileset based on an existing game's level images? 

So, given:

1) a tileset, with relatively lot, 16x16 tiles, and

2) enormous level images (with the same resolution) built with these 16x16 tile blocks once.

Is it possible to automate the matching of single 16x16 tiny tiles to get a full level map from the big image somehow?  As far as i know state of image recognition this is a fairly straightforward task. Are there any solutions already? 

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