Implement of homography net by pytorch
This project is based on the work Homography-Net:
@article{detone2016deep,
title={Deep image homography estimation},
author={DeTone, Daniel and Malisiewicz, Tomasz and Rabinovich, Andrew},
journal={arXiv preprint arXiv:1606.03798},c
year={2016}
}
- OpenCV
- pytroch 1.8.1
- numpy
- pandas
- tqdm
- PIL
Before you run the code,confirm all options and parameters needed.
python generate_dataset.py -h
python train.py -h
python test.py -h
python generate_dataset.py
python train.py
python test.py
I also submited a pretrained model which was trained on a generated satellite dataset contained 20535 128*128-size images.
saved_model.skpt