# HomographyNet

**Repository Path**: situyufeng/HomographyNet

## Basic Information

- **Project Name**: HomographyNet
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-04-13
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 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