January 2018
Intermediate to advanced
310 pages
7h 48m
English
Content preview from Deep Learning for Computer Vision
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UCF101
The University of Central Florida (UCF101) is a dataset for action recognition. The videos are collected on YouTube and consist of realistic actions. There are 101 action categories available in this dataset. There is another dataset called UCF50 which has 50 categories. There are 13,320 videos in this dataset across the actions. The videos have a diversified variation of background, scale, pose, occlusion, and illumination conditions. The action categories are grouped into 25, which share similar variations such as the background, pose, scale, viewpoint, illumination and so on.
The actions and number of videos per action are shown here:
Source: http://crcv.ucf.edu/data/UCF101/Number%20of%20Videos%202.jpg
All 101 actions are grouped ...
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