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Takumi Iida

Machine Learning/ Computer Vision

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Skills

  • 80
    Fallen Object Detection
  • 70
    Lane Detection
  • 70
    PyTorch
  • 40
    CG
  • 20
    Rust

Education

  • Master of Electronic System
    Ritsumeikan University
    2018-2020
  • Bachelor of Electronic and Computer Engineering
    Ritsumeikan University
    2014-2018

Experience

Elith Inc.

Research Manager

Oct.2024 - Present, Remote

LPIXEL Inc.

Machine Learning Engineer

Apr.2024 - Sep.2024, Remote (Kyoto)

SenseTime Japan, Ltd.

Researcher

Apr.2020 - Mar.2024, Kyoto

DATAGRID Inc.

Part-time

Dec.2019 - Mar.2020, Kyoto

SenseTime Japan, Ltd.

Intern

Jun.2019 - Sep.2019, Kyoto

Hacarus Inc.

Part-time

Jan.2019 - Apr.2019, Kyoto

DENSO Corp.

Intern

Feb.2019 - Feb.2019, Tokyo

Hitachi, Ltd.

Intern

Aug.2018 - Aug.2018, Kanagawa

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Qualification

Computer Graphics Engineer Certification Test (Expert)

Computer Graphic Arts Society (CG-ARTS)

Dec 2023

No. 2312300081

Image Processing Engineer Certification Test (Expert)

Computer Graphic Arts Society (CG-ARTS)

Aug 2023

No. 2302400126

TOEIC L&R 815

Educational Testing Service (ETS)

May 2023

JDLA Deep Learning For GENERAL

Japan Deep Learning Association (JDLA)

Jun 2018

No. 6914272004

Applied Information Technology Engineer Examination

Information-technology Promotion Agency (IPA)

Oct 2016

No. AP-2016-10-06502

Fundamental Information Technology Engineer Examination

Information-technology Promotion Agency (IPA)

Oct 2014

No. FE-2014-10-09168

Information Technology Passport Examination

Information-technology Promotion Agency (IPA)

Oct 2011

No. IP-2011-10-18024

Publications

Haruya Ishikawa , Takumi Iida , Yoshinori Konishi , Yoshimitsu Aoki , "PCT: Perspective Cue Training Framework for Multi-Camera BEV Segmentation", IROS 2024 (Oral), 2024

玄元奏 , 飯田啄巳 , 小西嘉典 , "LanesPose: 骨格推定によるレーン検出", 画像の認識・理解シンポジウム (MIRU), 2023

Ryo Kamoi , Takumi Iida , Kaname Tomite , "Efficient Unknown Object Detection with Discrepancy Networks for Semantic Segmentation", NeurIPS 2021 Workshop on Machine Learning for Autonomous Driving, 2021

Takumi Iida , Kota Yoshida , Takeshi Fujino , "Detecting Backdoor Attacks on Deep Neural Networks by Saliency Map Clustering", RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP), 2020

Takumi Iida , Kota Yoshida , Takumi Hashimoto , Masayoshi Shirahata , Mitsuru Shiozaki , Takaya Kubota , Masafumi Kimata , Takeshi Fujino , "Bedside Event Real-time Recognition Using Low Resolution Infrared Array Sensor with Recurrent Convolutional Neural Network", RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP), 2018

Patents

一种图像处理方法、装置、设备及存储介质

Translation: Image processing method, device, program

Authors: 饭田啄巳 , 松永英树

Patent No. CN116935353A

Application No. CN202310868168.3