社名
社名非公開
職種
システム開発(組み込み・ファームウェア・制御系)
業務内容
RESPONSIBILITIES・Performance improvement of Machine Learning model using simulation・Design and create datasets for learning・Performance tuning for robot operation in real environment・Survey of the latest Computer Vision related research・Research and develop of one of following fields: - 6D object pose estimation algorithm - Semantic segmentation algorithm - Human pose estimation algorithms - 3D SLAM / LocalizationDesign and create datasets for Machine LearningPerformance improvement of machine learning model using simulation
...
求められる経験
MINIMUM QUALIFICATIONS
・Education Background - MS or higher in Computer Vision or related fields
・Software development experience in C++ and Python on Linux
・Experiences in developing image-recognition software using
・Deep Learning
・Experiences in design and implementation of algorithm in one of following fields:
- 6D object pose estimation algorithm
- Semantic segmentation algorithm
- Human pose estimation algorithms
- 3D SLAM / Localization
・Business level English skills
PREFERRED QUALIFICATIONS
・Ph.D in Computer Science, Robotics or related fields
・Robot system development experience using ROS(1/2)
・Actual contributions to open source projects
・Publications in international conferences and journals in related fields
・Knowledge and experiences in following fields
- Cloud-based distributed learning experience
- Transfer learning from simulation to real machine
- Accelerating algorithms with OpenCL, CUDA
- Sensor simulation (Camera, LIDAR, RGB-D sensors)
- Cloud-based distributed learning
- Ray tracing, Physically based rendering
- Knowledge of efficient 3D map representation
保険
健康保険,厚生年金保険,介護保険,雇用保険,労災保険
待遇・福利厚生
休憩室,更衣室,食堂
Lunch in company
Flex time, remote work
In-house Training Program (software study/language study)
休日休暇
日曜日,土曜日,祝日
給与
年収700 ~ 1,500万円
賞与
-
show more
社名
社名非公開
職種
システム開発(組み込み・ファームウェア・制御系)
業務内容
RESPONSIBILITIES・Performance improvement of Machine Learning model using simulation・Design and create datasets for learning・Performance tuning for robot operation in real environment・Survey of the latest Computer Vision related research・Research and develop of one of following fields: - 6D object pose estimation algorithm - Semantic segmentation algorithm - Human pose estimation algorithms - 3D SLAM / LocalizationDesign and create datasets for Machine LearningPerformance improvement of machine learning model using simulation
求められる経験
MINIMUM QUALIFICATIONS
・Education Background - MS or higher in Computer Vision or related fields
・Software development experience in C++ and Python on Linux
・Experiences in developing image-recognition software using
・Deep Learning
・Experiences in design and implementation of algorithm in one of following fields:
- 6D object pose estimation algorithm
- Semantic segmentation algorithm
- Human pose estimation algorithms
- 3D SLAM / Localization
・Business level English skills
PREFERRED QUALIFICATIONS
・Ph.D in Computer Science, Robotics or related fields
...
・Robot system development experience using ROS(1/2)
・Actual contributions to open source projects
・Publications in international conferences and journals in related fields
・Knowledge and experiences in following fields
- Cloud-based distributed learning experience
- Transfer learning from simulation to real machine
- Accelerating algorithms with OpenCL, CUDA
- Sensor simulation (Camera, LIDAR, RGB-D sensors)
- Cloud-based distributed learning
- Ray tracing, Physically based rendering
- Knowledge of efficient 3D map representation
保険
健康保険,厚生年金保険,介護保険,雇用保険,労災保険
待遇・福利厚生
休憩室,更衣室,食堂
Lunch in company
Flex time, remote work
In-house Training Program (software study/language study)
休日休暇
日曜日,土曜日,祝日
給与
年収700 ~ 1,500万円
賞与
-
show more