Mining on Manifolds: Metric Learning Without Labels
This is a Matlab package for our paper:
A. Iscen, G. Tolias, Y. Avrithis, O. Chum. "Mining on Manifolds: Metric Learning Without Labels", CVPR 2018
It implements unsupervised selection of training pairs (positives and negatives). The training part will be available soon.
Run the following script:
Package for diffusion proposed in our CVPR17 paper:
A. Iscen, G. Tolias, Y. Avrithis, T. Furon, O. Chum. "Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations", CVPR 2017
Github Link: https://github.com/ahmetius/diffusion-retrieval
If not available, it is automatically downloaded within the main script.