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dataset_info = dict( | |
dataset_name='nvgesture', | |
paper_info=dict( | |
author='Pavlo Molchanov and Xiaodong Yang and Shalini Gupta ' | |
'and Kihwan Kim and Stephen Tyree and Jan Kautz', | |
title='Online Detection and Classification of Dynamic Hand Gestures ' | |
'with Recurrent 3D Convolutional Neural Networks', | |
container='Proceedings of the IEEE Conference on ' | |
'Computer Vision and Pattern Recognition', | |
year='2016', | |
homepage='https://research.nvidia.com/publication/2016-06_online-' | |
'detection-and-classification-dynamic-hand-gestures-recurrent-3d', | |
), | |
category_info={ | |
0: 'five fingers move right', | |
1: 'five fingers move left', | |
2: 'five fingers move up', | |
3: 'five fingers move down', | |
4: 'two fingers move right', | |
5: 'two fingers move left', | |
6: 'two fingers move up', | |
7: 'two fingers move down', | |
8: 'click', | |
9: 'beckoned', | |
10: 'stretch hand', | |
11: 'shake hand', | |
12: 'one', | |
13: 'two', | |
14: 'three', | |
15: 'lift up', | |
16: 'press down', | |
17: 'push', | |
18: 'shrink', | |
19: 'levorotation', | |
20: 'dextrorotation', | |
21: 'two fingers prod', | |
22: 'grab', | |
23: 'thumbs up', | |
24: 'OK' | |
}, | |
flip_pairs=[(0, 1), (4, 5), (19, 20)], | |
fps=30) | |