Interest
- Computer Vision
- Deep Learning
- Web
Education
- Ph.D. Student in Computer Science2023.03 - current Computer Science Program, Graduate School of Science and Technology, Meiji University
- Master's Degree in Computer Science2021.04 - 2023.03 Computer Science Program, Graduate School of Science and Technology, Meiji University
- Bachelor's Degree in Computer Science2017.04 - 2021.03 Department of Computer Science, School of Science and Technology, Meiji University
Work Experience
- Qdoga Inc.
- 明治大学2021.04 - 2023.03 Teaching Assistant
- SensAI
- Yahoo Japan 2022 Summer Internship
- RECRUIT Job for Student 2022 Autumn ~Engineer/Data Specialist~
- SPIC
- 明治大学2023.04 - current Research Associate
Publication
- A study on accuracy improvement of small object detection using deep neural networksIEEE Asia Pacific Conference on Circuit and Systems, APCCAS 2021, Penang, Malaysia, November 22-26, 2021
- Testing environment for developing a wireless networking system based on image-assisted routing for sports applicationsProceedings of the 9th International Conference on Sport Sciences Research and Technology Support, icSPORTS 2021, October 28-29, 2021
- 深層学習に基づく小物体検出の精度向上に関する一検討電子情報通信学会(IEICE) 信学技報, Vol. 122, No. 293, pp. 32-37, SIS-2022-29, 12月5-6日, 2022
- 意味論的領域分割の計算コストと精度の関係に関する研究電子情報通信学会(IEICE) 信学技報, Vol. 122, No. 293, pp. 86-91, SIS-2022-38, 12月5-6日, 2022
- 空撮画像を対象としたInformed-Filtersに基づく人検出のC++AMPを用いたリアルタイム実装画像電子学会 画像電子学誌 第52巻 第2号 pp.329-338, 2023.4
- Human Pose Estimation Based on Part-Wise 6-DoF Pose Estimation2023 International Workshop on Smart Info-Media Systems in Asia, pp.77-81, 2023.9
- Dataset Creation for Semantic Segmentation Using Colored Point Clouds Considering Shadows on Traversable AreaJournal of Robotics and Mechatronics, 2023.12
- Data Augmentation for Semantic Segmentation Using a Real Image Dataset Captured around the Tsukuba City HallJournal of Robotics and Mechatronics, 2023.12
- 遠隔協調作業における臨場感向上のための単眼カメラによる部屋の3次元構造の推定ライフインテリジェンスとオフィス情報システム研究会(LOIS), 2024.03
- 3D Structure Estimation of Room Environment Using Semantic Segmentation and Model FittingIEEE International Workshop on Metrology for Living Environment (MetroLivEnv) , 2024.06
Award
- グッドプレゼンテーション賞「遠隔協調作業における臨場感向上のための単眼カメラによる部屋の3次元構造の推定」ライフインテリジェンスとオフィス情報システム研究会(LOIS), 2024.03
Skill
- Python
- PyTorch
- TensorFlow
- FastAPI
- JavaScript
- React
- Svelte
- Astro
- Docker
- AWS
- Swift
- SwiftUI
- Kotlin
- Ruby
- Sinatra
- PHP
- CodeIgniter
- Blender
- ONNX
- TensorRT
Contact
mjun __at__ mjunya.com