This code is writen by jupyter notebook with keras to implement this paper: DeTone D, Malisiewicz T, Rabinovich A. Deep image homography estimation[J]. arXiv preprint arXiv:1606.03798, 2016. https://arxiv.org/abs/1606.03798
This model is build on this proiect: https://github.com/alexhagiopol/deep_homography_estimation
train: You should put all the jpg images into the test_images directory. if you want to train the whole model , you can change steps_per_epoch to adjust iterations.
test: if you don't want to train the whole model ,you can get a pretrained model from here:https://drive.google.com/open?id=0B88aZDadyYr8TTBSY3JvYTVKVnc