metadata
license: mit
tags:
- kornia
- orientation-estimation
- feature-detection
kornia/orinet
Pretrained weights for OriNet,
used by kornia.feature.LAFOrienter.
OriNet is a CNN that regresses the dominant gradient orientation for a keypoint patch, trained with a Siamese setup to produce consistent orientations across viewpoints. Companion to AffNet. ECCV 2018.
Original repo: ducha-aiki/affnet
Weights
| File | Description |
|---|---|
OriNet.pth |
Default checkpoint |
Citation
@inproceedings{AffNet2018,
author = {D. Mishkin and F. Radenovic and J. Matas},
title = {{Repeatability is Not Enough}: Learning Affine Regions
via Discriminability},
booktitle = {ECCV},
year = {2018}
}