https://github.com/razamehar/reverse-image-search-constructor
This project demonstrates image similarity search using two advanced techniques: K-Nearest Neighbors (KNN) and Approximate Nearest Neighbors (ANNOY). This project uses the Caltech 101 dataset to extract features from images using the ResNet50 model, and then performs similarity searches to identify and visualize similar images.
https://github.com/razamehar/reverse-image-search-constructor
Last synced: 7 months ago
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This project demonstrates image similarity search using two advanced techniques: K-Nearest Neighbors (KNN) and Approximate Nearest Neighbors (ANNOY). This project uses the Caltech 101 dataset to extract features from images using the ResNet50 model, and then performs similarity searches to identify and visualize similar images.
- Host: GitHub
- URL: https://github.com/razamehar/reverse-image-search-constructor
- Owner: razamehar
- License: mit
- Created: 2024-08-12T19:00:15.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-08-12T19:58:44.000Z (about 1 year ago)
- Last Synced: 2024-08-12T22:27:03.272Z (about 1 year ago)
- Language: Jupyter Notebook
- Size: 23 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0