Sandbox for image retrieval models and algorithms

Now the repository constains only python scripts for classical VLAD image descriptor.

See the reference papers:

Installation

For using SIFT and SURF you have to compile and install OpenCV with OpenCV Contribs, and Python, SIFT/SURF support.

For SuperPoint local features you should to download model weights from repo MagicLeapResearch/SuperPointPretrainedNetwork.

Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
.gitignore		.gitignore
.travis.yml		.travis.yml
LICENSE		LICENSE
README.md		README.md
eval.py		eval.py
local_feature.py		local_feature.py
pca_global_descriptor.py		pca_global_descriptor.py
requirements.txt		requirements.txt
sift.py		sift.py
superpoint.py		superpoint.py
surf.py		surf.py
train.py		train.py
vgg.py		vgg.py
vlad.py		vlad.py