1. Introduction

1.1. What is MANUFACIA Image Data Augmentation Tool?

Image data augmentation is a strategy to increase the quantity of image data points for AI training models. Without collecting new data, this tool increases the number of data points by cropping, rotating, flipping, adding noise, etc., to some of the original data points. In MANUFACIA, it is often possible to improve the inference accuracy rate by increasing the number of data points for machine learning.

Important

Augmented datasets can be only used for training.

1.2. Operating environment

This application was built as a 64 bit application and will not work on 32 bit OS.

  • Windows10 Home/Pro 64bit

  • Linux 64bit (Tested on Ubuntu 18.04 LTS)

1.3. Installation and how to start

1.3.1. Windows

Copy the xc_mat_electron-win32-x64-1.0.0.zip to an arbitrary directory and unzip, then start xc_mat_electron.exe.

1.3.2. Linux (Ubuntu)

Copy the file xc_mat_electron-linux-x64.tar.gz in home directory and untar it.

tar -xvf xc_mat_electron-linux-x64.tar.gz

Move into the extracted directory xc_mat_electron-linux-x64.

cd xc_mat_electron-linux-x64

Execute the binary xc_mat_electron.

./xc_mat_electron

Important

Without changing the current directory to where the executable file is, the system cannot find other necesary files and it will not work properly.

1.4. Open Source license information

The following open-source library and framework were used to develop this tool. Please visit the web sites of each tool for license information and the legality of using this software.