Image-Retrieval-with-Generalized-Mean-Descriptor
A simple content-based image retrieval system.
What we use
- Generalized Mean Descriptor (TPAMI'18)
- resnet50 + whitening
- LSHash
Usage
To test the algorithm:
- put your dataset into
./database/data
- run
python setup.py
to generatefeature
andindex
To test this simple interface:
- run
python interface.py
- pack this code as an executable file if you like
Reach me
We express our great thanks to the following repos:
https://github.com/filipradenovic/cnnimageretrieval-pytorch
https://github.com/kayzhu/LSHash