Content-Based Image Retrieval (CBIR) library built on Python

This repo aims to help readers to understand CBIR and learn how to implement a CBIR system.

python buildDatabase.py

• KSH
• Unsupervised DNN features
• Supervised DNN features
• HOG
• rerank

1. SIFT:"Distinctive Image Features from Scale-Invariant Keypoints", David G. Lowe. Using the implementation of OpenCV. There is a good repo could help you to understand the details behind the SIFT step by step: https://github.com/rmislam/PythonSIFT

The repository references a lot of open-source repositories, and they are listed below:

1. CBIR
2. PythonSIFT
3. Fly-LSH Very thanks!