VI-AUG

Visualize Image Augmentation

A GUI based image-augmentation tool for creating augmented image dataset implemented.

Project Directory

• /assets/    : MakeData.ui,Interface.ui,logo.png,temp.png.
• /sample/  : Sample images to test run.
• /test/        : Sample of tested images.
• /               :

  • aug.py
  • requirements.txt
  • readme.pdf

Packages

PyQt5==5.15.4
tensorflow==2.4.1
Keras==2.4.3
numpy==1.19.5
scipy==1.6.1
matplotlib==3.3.4

To install the above packages requirements.txt should be located in the project directory.
Run command : pip install -r requirements.txt
Alternate command : pip3 install -r requirements.txt
Note: To run the above commands , the python environment should be equipped with pip/pip3 scripts.

How to run the project ?
aug.py is the original file containing the code. To run the project following steps are to be followed:

1. Navigate to the project directory.
2. Open Command Prompt/Terminal in the project directory.
3. Write command : python aug.py If this doesn't work write : python3 aug.py

Input: Image files (multiple at a time allowed) .
Output:

• Batches of Images as selected by the user when effects are applied images.
• User can select the destination folder.

UI