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Bag-Of-Words Model In Computer Vision - What is the main idea of the bag of visual words model?


The fundamental concept of the bag of visual words (BOVW) model is to represent an image as a collection of features. These features comprise keypoints and descriptors. Keypoints are distinct points in an image that remain consistent irrespective of the image's rotation, shrinking, or expansion.