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Image Search Anonymous 08/29/2026 (Sat) 19:42:03 No. 1958
Hello, For over a year, I've been experimenting with methods to perform image search. I experimented with embeddings, image descriptions, OCR, image hashes, and color profiles - lots of stuff. I spent a significant amount of time benchmarking these processes, evaluating whether it could scale to the order of 1e6 images hosted on a personal computer. I landed on tag search because it btfo'd everything else. It offers, >quick computations at 22img/s on a 1660ti gpu (double that on a 4060ti) >1ms search results >full text search index like elasticsearch is not required >negation/exclude search >extremely precise and flexible search queries Here is the website I created. Enjoy! https://img.ayasequart.org/tag
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>>1958 Search should take nanoseconds as it should be O(1). Also, your site doesn't appear to have images.
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>>1959 Only 1.25 million images Maybe you can fix it to be O(1)
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>>1962 Sure. Link the repo.


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