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2,981 Paired Fog & Clear Images Dataset for Image Defogging
foggy image dataset
image defogging dataset
dehazing image dataset
fog and clear image pairs
AI image enhancement dataset
paired fog dataset
outdoor fog dataset
weather condition image dataset
road fog dataset
single image dehazing dataset
This dataset contains 2,981 pairs of foggy and clear images collected from a wide range of real-world outdoor scenes, including urban streets, rural roads, mountains, parks, ruins, buildings, shops, flowers, trees, and seaside views. Each image pair captures the same scene under foggy and no-fog conditions, with variations in time of day, viewpoint, and fog density. This dataset is ideal for tasks such as single image dehazing, fog removal, image enhancement in adverse weather conditions, and computer vision robustness testing. All images are high-quality and suitable for training deep learning models in real-world defogging applications.
This is a paid datasets for commercial use, research purpose and more. Licensed ready made datasets help jump-start AI projects.
Specifications
Data size
2,981 pairs, 5,962 images
Collecting environment
outdoor scenes (including urban roads, buildings, shops, country roads, mountains, ruins, parks, seasides, flowers and trees, etc.)
Data diversity
multiple time periods, multiple scenes, multiple collecting angles, and different fogging degrees
Device
cellphone
Collecting angleDevice
eye-level angle, looking down angle, and looking up angle
Collecting time
day, evening (very few)
Data format
the image data format is .jpg
Accuracy
according to the contrast requirements of the no-fog and fog images(the contrasts are obvious), the accuracy exceeds 97%