README.md

Evaluation on Hpatches

Data

We follow the evaluation provided by DGC-Net.

Hpatches data can be downloaded from here at the end of page, or clicking here.

The csv files containing the ground-truth are provided in the repo of DGC-Net, more precisely, are accessible here.

Once everything is downloaded, saved it into ../../data, the file structure should be :

./RANSAC-Flow/data/Hpatch
├── csv/
└── hpatches-sequences-release/

MOCO feature

Running :

python evaluation.py  --outDir MOCO_WO_FT --transformation Homography --maxCoarse 0

To get results with our fine alignment :

python getResults.py --coarsePth MOCO_WO_FT_Coarse --finePth MOCO_WO_FT_Fine

To get results with only coarse alignment :

python getResults.py --coarsePth MOCO_WO_FT_Coarse --finePth MOCO_WO_FT_Fine --onlyCoarse

ImageNet feature

Running :

python evaluation.py --outDir ImageNet_WO_FT --transformation Homography --maxCoarse 0 --imageNet

To get results with our fine alignment :

python getResults.py --coarsePth ImageNet_WO_FT_Coarse --finePth ImageNet_WO_FT_Fine

To get results with only coarse alignment :

python getResults.py --coarsePth ImageNet_WO_FT_Coarse --finePth ImageNet_WO_FT_Fine --onlyCoarse