matsui528 / sis

Simple image search engine

Home Page:http://yusukematsui.me/project/sis/sis.html

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Benchmark

joaocps opened this issue · comments

Hi !
Do you have any idea what performance it would be if I used 5 million images? How long would it take to return similar images?
Can the feature extraction process be done with GPU?

Regards,
João

I haven't tried the search with 5 million images. It will probably take tens of seconds, or more. For such a case, I'd recommend using ANN libraries such as annoy or faiss.

You can use the GPU for feature extraction, and it will be faster.