create_image_dataset

This program is intended to create image training datasets for machine and deep learnings applications.

Description

Given an input and output directory this code generates N random transformations for each image of the input directory. The patch size used is fixed to the same as the images at input directory.

This code requires OpenCV!

Example

In this case we want to train a convolutional neural network (CNN) for keypoint matching task. Given the patches at input dir this code generate the following "random" transformations for them.

Compile

mkdir build
cd build
cmake ..
make

How to use

./create_dataset path_input path_out N