homographynet's Introduction

HomographyNet

Implementation of HomographyNet in Keras

Project Organization

dataset

Contains generate.py, a script for generating a suitable dataset for the HomographyNet model.
A Jupyter notebook with general info about the structure of the generated dataset.

demo

Jupyter notebook with the training/test results
Raw image files used
Utility code used in the demo
Training history in JSON format

homographynet

A Python package containing the implementation of the HomographyNet model in Keras.

models

homographynet_weights_tf_dim_ordering_tf_kernels.h5 - pretrained weights of the baseline HomographyNet model
mobile_homographynet_weights_tf_dim_ordering_tf_kernels.h5 - pretrained weights of the MobileNet-based model

test.py - a script for evaluating a specified model, or the pretrained model. It will download and cache the weights of the pretrained model on first use.

train.py - a script for training the HomographyNet model

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homographynet's Issues

Pre-trained models unavailable

Hello, I tried to download the models' weights, but there are not available due data quota was reached. This is the error message:

batch response: This repository is over its data quota. Purchase more data packs to restore access.
error: failed to fetch some objects from 'https://github.com/baudm/HomographyNet.git/info/lfs'

Can you upload them to another free server? For instance, Dropbox or Google Drive

Thanks a lot.

Dataset link not working

Can you please provide a working link for the dataset download explicit in the How To in the "Dataset" Folder?
The way you have done, only people in your network can download it!

Thanks

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