PyCBIR
Content-Based Image Retrieval (CBIR) library built on Python
Introduction
This repo aims to help readers to understand CBIR and learn how to implement a CBIR system.
How to run
python buildDatabase.py
TODO
- KSH
- Unsupervised DNN features
- Supervised DNN features
- HOG
- rerank
Implementation details
- 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
Acknowledgement
The repository references a lot of open-source repositories, and they are listed below:
- CBIR
- PythonSIFT
- Fly-LSH Very thanks!