This project is a C++ implementation of Product quantizer for nearest neighbor search.
This project can be compiled with GCC 3.8 or later under Linux and MacOS. Although no test has been made on Windows, it should be compiled smoothly on Windows by MinGW with a few modifications.
cd product-quantizer/
make release
cp bin/Release/pq $HOME/bin
k'=8192, dataset=1M SIFT, site for data: http://corpus-texmex.irisa.fr/
| Top | 1 | 10 | 50 | 100 | w |
|---|---|---|---|---|---|
| asymm | 28.6 | 66.6 | 86.7 | 91.2 | 16 |
| asymm | 22.0 | 40.0 | 42.3 | 42.3 | 1 |
| symm | 16.7 | 35.4 | 41.6 | 42.3 | 1 |
| Top | 1 | 10 | 50 | 100 | w |
|---|---|---|---|---|---|
| asymm | 28.3 | 68.5 | 88.6 | 92.8 | 16 |
| asymm | 21.1 | 42.5 | 47.7 | 48.2 | 1 |
| symm | 13.9 | 33.9 | 44.5 | 47.8 | 1 |
The sample configuration files are available under 'etc/' subfolder. A PDF manual is found under 'manual/' subfolder.
This project is fully supported by Odd Concepts Inc. from Seoul, South Korea during 2014∼2015. The Source Code may be used for academic and research purposes only, and any commercial use is strictly prohibited without the permission of Odd Concepts Inc.
Wan-Lei Zhao