Vicinity is a light-weight, low-dependency vector store. It provides a simple and intuitive interface for nearest neighbor search, with support for different backends and evaluation. There are many ...

Abstract: This study systematically analyzes the efficiency optimization of various nearest neighbor algorithms in image recognition. Through theoretical analysis and experimental comparisons, it is ...

Abstract: (KNN) algorithm based on the extraction of visual characteristic features such as color, shape, texture, and spatial frequency. The dataset consists of 1,500 images categorized into three ...