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8,643 Images - 14 Types of Abnormal Images & Videos Data

Multiple scenes
14 types of abnormal videos & images data
different light conditions
different image resolutions
high resolution image
low resolution image
image denoising
image deblurring

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.

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SpecificationsSpecifications
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%
Sample Sample
  • 8,643 Images - 14 Types of Abnormal Images & Videos Data
  • 8,643 Images - 14 Types of Abnormal Images & Videos Data
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