|
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) |
|
|