| 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) | |