Subjective-IQA-Tool

An image quality assessment scoring tool

Introduction

It can be used for subjects to subjectively rate images and is able to output the score in ".txt" format.

Requirement

python>=3.7
pillow>=9.4.0
tkinter within the python
The monitor resolution of this version is >= 2560x1440 

Getting Started

Usage

Enter this command on the command line

python Subjective-IQA-Tool.py

Steps

First, change the FilePath in Subjective-IQA-Tool.py to your own image folder. Then, execute python Subjective-IQA-Tool.py. After entering the UI and clicking the Begin test button, you can start scoring the first image.

Drag the slider and click the `Submit` button
Click the `next image` button
Drag the slider and click the `Submit` button
......

Interface modification

The place and size of each component can be modified in the code to fit your monitor

Resolution of the interface: root.geometry('2560x1440')
Button, Text, and Slider

Output

The output is a ".txt" file

image_path:score
1.png:46.8
2.png:28.2
3.png:44.0

Citation

If you use this tool in your research, please cite:

@article{chen2023band,
  title={BAND-2k: Banding Artifact Noticeable Database for Banding Detection and Quality Assessment},
  author={Chen, Zijian and Sun, Wei and Jia, Jun and Lu, Fangfang and Zhang, Zicheng and Liu, Jing and Huang, Ru and Min, Xiongkuo and Zhai, Guangtao},
  journal={arXiv preprint arXiv:2311.17752},
  year={2023}
}