Python content base image reterival search engine with small dataset for quick demo
- opencv 3.0.0
- python dependencies in requirements.txt
pip install -r requirements.txt
python sift_feature/index.py --vocabulary sift_feature/vocabulary.npy --index sift_feature/index.csv
python color_feature/index.py --index color_feature/index.csv
python manage.py syncdb
Search by SIFT feature using bag-of-words model
python sift_feature/search.py --vocabulary sift_feature/vocabulary.npy --index sift_feature/index.csv --query dataset/snoopy_image_0010.jpg
Search by color distribution
python color_feature/search.py --index color_feature/index.csv --query dataset/snoopy_image_0010.jpg
python manage.py runserver
You should able to access it from 127.0.0.1:8000