TID2013 Image Quality Assessment Dataset

This repository contains the TID2013 (Tampere Image Database 2013) dataset for image quality assessment research.

Dataset Description

TID2013 consists of:

• 25 reference images
• 3000 distorted images (25 reference images x 24 types of distortions x 5 levels of distortions)

Contents

• distorted_images/: Folder containing 3000 distorted images
• reference_images/: Folder containing 25 reference images
• mos_with_names.txt: Mean Opinion Scores (MOS) for each image

Usage

To load the dataset, use the following code:

from datasets import load_dataset

dataset = load_dataset("xmba15/TID2013")

Acknowledgement

When using this dataset, please cite the original paper:

Ponomarenko, Nikolay, et al. "Image database TID2013: Peculiarities, results and perspectives." Signal processing: Image communication 30 (2015): 57-77.