Description

8,643 Images - 14 Types of Abnormal Images & Videos Data. The data includes indoor scenes (library, craft store, etc.) and outdoor scenes (road, building, square, railway station, etc.). The data diversity includes multiple scenes, 14 types of abnormal videos & images data, different light conditions, different image resolutions. The data can be used for tasks such as image deblurring and image denoising.

For more details, please refer to the link: https://www.nexdata.ai/datasets/1043?source=Huggingface

Data size

8,643 images, 14 types

Collecting environment

indoor scenes (library, craft store, etc.), outdoor scenes (road, building, square, railway station, etc.)

Data diversity

including multiple scenes, 14 types of abnormal videos & images data, different light conditions, different image resolutions

Device

cellphone, camera

Data format

the video data format is .mp4, the image data format is .jpg or .png

Collecting content

video data includes Dynamic Blur, Blocking Artifact; image data includes Abnormal Saturation, Abnormal Contrast Ratio, Resolution Reduction, Blurry Image, Blurry Scene, Noise Image, Noise-like Image, Old Image, Black Frame, Color-bar Noise, Streak Shaped Noise and Lens Occlusion

Accuracy

according to the Collection content, the collecting accuracy is over 97%

Licensing Information

Commercial License