Name：OBA Daisuke
Affiliation：Human Interface Laboratory, EECS, Kyushu University, Japan.
(Supervisor：Prof. Brian Kenji Iwana)
LinkedIn: https://www.linkedin.com/in/obadaisuke/
E-Mail: oba.daisuke at protonmail.com
- A long-term perspective and a willingness to take action to seek out opportunities for learning
- High level of expertise(GPA3.59/4.00), programming skills, and ability to collaborate through internships
- English proficiency and cross-cultural communication skills through study abroad program in the UK and internship in Singapore
- Answer questions ralated to machine learning asked by employees from manufacturers, consulting firms and so on.
2019/03 - 2019/09: Research Intern, National Institute of Advanced Industrial Science and Technology
- Joined Social Intelligence Research Team, Artificial Intelligence Research Center (AIRC).
- Conducted research on estimating the number and location of people in a crowd image using deep learning, and summarized the results in a short paper for domestic society. You can check my codes here.
- Developed an annotation support software from scratch and managed annotation tasks by assigning it to some collaborators.
- Joined Deep Learning and Computer Vision team.
- Ported a deep learning model for pose estimation to work on Raspberry Pi. Some codes of this project are public.
- Debugged a C program that automatically rotates the image in the camera’s built-in program.
Title：Dynamic Data Augmentation with Gating Networks
Authors：Daisuke Oba, Shinnosuke Matsuo and Brian Kenji Iwana
Conference：Submitted to ICASSP2022 (under review)
Title：CNNによる群集画像中の人物とその分布の推定
Authors：大場大輔 大西正輝
Conference：IEICE-PRMU2019-20
Title：Estimation of Large-scale Multi Agent Simulation Results Using Neural Networks
Authors：Yu Yamashita, Shusuke Shigenaka, Daisuke Oba and Masaki Onishi
Conference：SIG-SAI2020
Intermediate：Embedded programming, Linux
Advanced：Python(includes PyTorch), C/C++, Machine Learning, Pattern Recognition