Day 54-68 of 100 days of code: I’ve been working on a visual search project for the past few weeks, and finally completed the first version of this project. The idea is to recommend visually similar items based on a given query image. Some new concepts I learned to complete this projects are: content-based image retrieval (cbir) and approximate nearest neighbors (ann) indexes. The process goes something like this: data collection -> model training(ResNet18) -> obtain image embeddings from the se
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