January 2018
Intermediate to advanced
310 pages
7h 48m
English
Content preview from Deep Learning for Computer Vision
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Other datasets
There are some more datasets available for video classification problems. Here are the details of a few more datasets:
- Sports-1M (Sports - 1 Million): Has 1,133,158 videos with 487 classes. The annotations are done automatically. The dataset can be downloaded from: http://cs.stanford.edu/people/karpathy/deepvideo/.
- UCF-11 (University of Central Florida - 11 actions): Has 1,600 videos with 11 actions. The videos have 29.97 fps (frames per second). The dataset can be downloaded along with UCF101.
- HMDB-51 (Human Motion DataBase - 51 actions): Has 5,100 videos with 51 actions. The dataset link is: http://serre-lab.clps.brown.edu/resource/hmdb-a-large-human-motion-database.
- Hollywood2: Has 1,707 videos with 12 actions. The dataset ...
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