dager23 / Qdrant-Template-Matching

A vector search engine for efficient similarity matching using feature maps for images

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ResNet-101 Feature Map Extraction and Similarity Matching

Overview:

This repository contains a program that utilizes the powerful ResNet-101 convolutional neural network to extract feature maps from images, transforms them into vector representations, and loads them into Qdrant – a vector search engine for efficient similarity matching. The program is designed to find and return the top 10 most similar images to a given input image based on their feature map proximity in the vector space.

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A vector search engine for efficient similarity matching using feature maps for images

License:MIT License


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