Bag of Visual Words

In computer vision, bag of visual words (BoVW) is one of the pre-deep learning methods used for building image embeddings. We can use BoVW for content-based image retrieval, object detection, and image classification.

At a high level, comparing images with the bag of visual words approach consists of five steps:

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