Content Based Image Retrieval is a very big topic.
For a brief description about CBIR, you may refer to this article.
Here are also links to some code projects:
1.Finding Similiar Images:
2.Automatic Linguistic Indexing of Pictures (ALIP) By Artificial Neural Network Approach:
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