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| Presentation | 2021-11-26 15:00 [Poster Presentation] A consideration of a hand pose recognition system using edge AI Tomohiro Nagamine, Yuusuke Kawakita (KAIT)  SRW2021-45 SeMI2021-44 CNR2021-19 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We are developing a system that uses edge AI to recognize hand poses and use them to unlock and lock smart locks. In this paper, we report on the challenges of hand pose recognition by machine learning on edge devices. By measuring the amount of memory used for machine learning on the edge device, we found that the memory is mainly used for manipulating the machine learning model, and that the edge device alone runs out of memory. In addition, we found out that the microUSB cable is not sufficient to supply not only memory but also voltage when performing machine learning, and that it is necessary to use an AC adapter with a higher voltage to supply power. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Edge Device / Edge AI / Hand Pose / Machine Learning / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 121, no. 266, SeMI2021-44, pp. 50-51, Nov. 2021. | |
| Paper # | SeMI2021-44 | |
| Date of Issue | 2021-11-18 (SRW, SeMI, CNR) | |
| ISSN | Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | SRW2021-45 SeMI2021-44 CNR2021-19 |
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| Conference Information | |
| Committee | SRW SeMI CNR |
| Conference Date | 2021-11-25 - 2021-11-26 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kikai-Shinko-Kaikan Bldg. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | IoT Workshop |
| Paper Information | |
| Registration To | SeMI |
| Conference Code | 2021-11-SRW-SeMI-CNR |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A consideration of a hand pose recognition system using edge AI |
| Sub Title (in English) | |
| Keyword(1) | Edge Device |
| Keyword(2) | Edge AI |
| Keyword(3) | Hand Pose |
| Keyword(4) | Machine Learning |
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| 1st Author's Name | Tomohiro Nagamine |
| 1st Author's Affiliation | Kanagawa Institute of Technology (KAIT) |
| 2nd Author's Name | Yuusuke Kawakita |
| 2nd Author's Affiliation | Kanagawa Institute of Technology (KAIT) |
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| Speaker | Author-1 |
| Date Time | 2021-11-26 15:00:00 |
| Presentation Time | 120 minutes |
| Registration for | SeMI |
| Paper # | SRW2021-45, SeMI2021-44, CNR2021-19 |
| Volume (vol) | vol.121 |
| Number (no) | no.265(SRW), no.266(SeMI), no.267(CNR) |
| Page | pp.63-64(SRW), pp.50-51(SeMI), pp.40-41(CNR) |
| #Pages | 2 |
| Date of Issue | 2021-11-18 (SRW, SeMI, CNR) |
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