The dataset contains a series of gesture data perceived by sound waves for gesture recognition and related research.
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Gesture type: digits(0-9, 10 kinds), capital letters(A-Z, 26 kinds), self-defined gestures(8 kinds).
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Number of spectrograms: 86,752.
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Collecting device: mainly Samsung Galaxy Tab S2; very few are Oppo watch and Xiaomi phone.
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The specific details include orientation, environment, posture and distance. If further clarification is needed, please feel free to contact the author.
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Example:
Letter"A", Samsung Tab, 0°, lab environment, in-hand: [p1-sss-0-1-lab-hand-18.png]
Digit"0", Oppo watch, 0°, lab environment, on-table: [p11-watch-0-1-lab-none-17.png]
- /
├── /digits
│ ├── /0
│ │ ├── p1-sss-0-1-lab-hand-1.png
│ │ ├── p11-watch-0-1-lab-none-2.png
│ │ └── ...
│ ├── /1
│ │ ├── ...
│ ├── /2
│ │ └── ...
│ └── ...
├── /extension gestures
│ ├── /gesture0
│ │ ├── p2-sss-0-1-lab-none-new-46.png
│ │ ├── p3-sss-0-1-lab-none-new-14.png
│ │ └── ...
│ ├── /gesture1
│ │ ├── ...
│ │ └── ...
│ └── ...
└── /letters
├── /A
│ ├── p1-sss-0-1-lab-hand-1.png
│ ├── p1-sss-0-1-lab-hand-2.png
│ └── ...
├── /B
│ └── ...
└── ...
- Download: Clone or download the dataset locally.
git clone https://github.com/ISAC-GROUP/ISAC-Gesture.git- Data format: Data sets are stored as image files in their respective category folders.
p11 - watch - 0 - 1 - lab - none - 20 .png
│ │ │ │ │ │ │ │
user device orientation distance environment posture count format
- Citation: If you have used this dataset in your research, please refer to this dataset.
If you have used this dataset, please cite the following information:
If you have any questions or feedback, please feel free to contact us:
- Author：[Yongpan Zou(邹永攀), Yunshu Wang(王云舒), Yanbo He(何彦博)]
- E-mail: [yongpan@szu.edu.cn; wangyunshu2018@email.szu.edu.cn; yanboheszu@gmail.com]
- Address: College of Computer Science and Software Engineering, Shenzhen University, 3688 Nanhai Ave, Shenzhen, Guangdong, China, 518060.
Thank you for using our dataset!