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Paper Abstract and Keywords
Presentation 2020-02-27 10:00
Crate Classifiers of Activity Measurement by Automatic learning for Aquaculture
Motonori Saeki, Nobuo Ezaki, Kaito Hattori (NITTC), Osamu Takahashi (ISE C.L), Tatsuhiko Sakamoto (Mie Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In the timer type automatic feeding on sea farming, only a fixed amount can be fed at a time and may occur overfeeding and lack. Therefore, we are developing an automatic feeding system that uses artificial intelligence to supply the optimal amount. The biggest feature is that it introduces the function to take images during feeding, measure the activity of the fish, and stop feeding when not feeding. However, it is necessary to learn the classifier for each raft because the camera angle and the sunshine condition are different depending on the raft. In addition, the position of the swimming fish may change depending on the season, so it is necessary to update the classifier every season. In this study, we propose a mechanism that automatically learns the classifier according to the raft and the season.
Keyword (in Japanese) (See Japanese page) 
(in English) see farming / deep learning / activity measurement / automatically learns / / / /  
Reference Info. IEICE Tech. Rep.
Paper #  
Date of Issue  
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
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Conference Information
Committee ITE-HI IE ITS ITE-MMS ITE-ME ITE-AIT  
Conference Date 2020-02-27 - 2020-02-28 
Place (in Japanese) (See Japanese page) 
Place (in English) Hokkaido Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Image Processing, etc. 
Paper Information
Registration To ITE-ME 
Conference Code 2020-02-HI-IE-ITS-MMS-ME-AIT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Crate Classifiers of Activity Measurement by Automatic learning for Aquaculture 
Sub Title (in English)  
Keyword(1) see farming  
Keyword(2) deep learning  
Keyword(3) activity measurement  
Keyword(4) automatically learns  
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1st Author's Name Motonori Saeki  
1st Author's Affiliation National Institute of Technology, Toba College (NITTC)
2nd Author's Name Nobuo Ezaki  
2nd Author's Affiliation National Institute of Technology, Toba College (NITTC)
3rd Author's Name Kaito Hattori  
3rd Author's Affiliation National Institute of Technology, Toba College (NITTC)
4th Author's Name Osamu Takahashi  
4th Author's Affiliation ISE Co. Ltd. (ISE C.L)
5th Author's Name Tatsuhiko Sakamoto  
5th Author's Affiliation Mie University (Mie Univ.)
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Speaker
Date Time 2020-02-27 10:00:00 
Presentation Time 15 
Registration for ITE-ME 
Paper #  
Volume (vol) IEICE-119 
Number (no)  
Page  
#Pages IEICE- 
Date of Issue  


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