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| Paper Abstract and Keywords | ||
| Presentation | 2023-03-02 10:55 Investigation of a Method to Obtain Growing Conditions by Object Detection for Cucumber image under Forcing Culture Using IoP Cloud Yuma Usui, Akihiro Tanikawa, Takaya Matsumoto (KUT/Office asoT), Mitsuhiro Osaki, Kazuma Nishiuchi (Citynet), Masahiro Fukumoto (KUT)  PRMU2022-70 IBISML2022-77 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Monitoring of plant growth information is essential for proper environmental control of cucumber cultivation, which aims to increase yield by controlling the environment such as temperature, humidity, CO2, irrigation time, and water amount. In this study, we investigated a method for acquiring useful growth information by using object detection techniques on images of growers' fields acquired periodically by the Internet of Plants (IoP) cloud, an agricultural data collection platform in Kochi Prefecture. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Deep Learning / Object Detection / You Only Look Once / Smart Agriculture / Cucumber / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 404, PRMU2022-70, pp. 65-70, March 2023. | |
| Paper # | PRMU2022-70 | |
| Date of Issue | 2023-02-23 (PRMU, IBISML) | |
| 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 | PRMU2022-70 IBISML2022-77 |
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| Conference Information | |
| Committee | PRMU IBISML IPSJ-CVIM |
| Conference Date | 2023-03-02 - 2023-03-03 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Future University Hakodate |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Paper Information | |
| Registration To | PRMU |
| Conference Code | 2023-03-PRMU-IBISML-CVIM |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Investigation of a Method to Obtain Growing Conditions by Object Detection for Cucumber image under Forcing Culture Using IoP Cloud |
| Sub Title (in English) | |
| Keyword(1) | Deep Learning |
| Keyword(2) | Object Detection |
| Keyword(3) | You Only Look Once |
| Keyword(4) | Smart Agriculture |
| Keyword(5) | Cucumber |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Yuma Usui |
| 1st Author's Affiliation | Kochi University of Technology/Office asoT LLC (KUT/Office asoT) |
| 2nd Author's Name | Akihiro Tanikawa |
| 2nd Author's Affiliation | Kochi University of Technology/Office asoT LLC (KUT/Office asoT) |
| 3rd Author's Name | Takaya Matsumoto |
| 3rd Author's Affiliation | Kochi University of Technology/Office asoT LLC (KUT/Office asoT) |
| 4th Author's Name | Mitsuhiro Osaki |
| 4th Author's Affiliation | Citynet Inc. (Citynet) |
| 5th Author's Name | Kazuma Nishiuchi |
| 5th Author's Affiliation | Citynet Inc. (Citynet) |
| 6th Author's Name | Masahiro Fukumoto |
| 6th Author's Affiliation | Kochi University of Technology (KUT) |
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| Speaker | Author-1 |
| Date Time | 2023-03-02 10:55:00 |
| Presentation Time | 10 minutes |
| Registration for | PRMU |
| Paper # | PRMU2022-70, IBISML2022-77 |
| Volume (vol) | vol.122 |
| Number (no) | no.404(PRMU), no.405(IBISML) |
| Page | pp.65-70 |
| #Pages | 6 |
| Date of Issue | 2023-02-23 (PRMU, IBISML) |
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