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IEICE Trans

Tomoya FUJII

Practical Improvement and Performance Evaluation of Road Damage Detection Model using Machine Learning
Tomoya FUJII Rie JINKI Yuukou HORITA 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2023/09/01
Vol. E106-A  No. 9  pp. 1216-1219
Type of Manuscript:  Special Section LETTER (Special Section on Image Media Quality)
Category: Image
Keyword: 
road maintenance, road damage detection, machine learning, 
 Summary | Full Text:PDF
GUINNESS: A GUI Based Binarized Deep Neural Network Framework for Software Programmers
Hiroki NAKAHARA Haruyoshi YONEKAWA Tomoya FUJII Masayuki SHIMODA Shimpei SATO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2019/05/01
Vol. E102-D  No. 5  pp. 1003-1011
Type of Manuscript:  Special Section PAPER (Special Section on Reconfigurable Systems)
Category: Design Tools
Keyword: 
machine learning, deep learning, pruning, FPGA, 
 Summary | Full Text:PDF
A Threshold Neuron Pruning for a Binarized Deep Neural Network on an FPGA
Tomoya FUJII Shimpei SATO Hiroki NAKAHARA 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2018/02/01
Vol. E101-D  No. 2  pp. 376-386
Type of Manuscript:  Special Section PAPER (Special Section on Reconfigurable Systems)
Category: Emerging Applications
Keyword: 
machine learning, deep learning, pruning, FPGA, 
 Summary | Full Text:PDF