Tokyo

Computer Vision Engineer

コンピュータビジョンエンジニア

Summary

Work with farmers all across Japan Work with a diverse team on a project that incorporates all aspects of robotics including software, hardware and graphic interface.

Roles and Responsibilities

  • Look into recent research in computer vision or image processing that could be applied to our AI robots

  • Development and implementation of algorithms above Development of novel algorithms

  • Everything from concept, architecture search, to gathering data, to labeling, training, and deployment for our AI robots

  • Create custom models to fit needs of rover such as computational burden, accuracy, classes for tasks such as identifying obstacles and traversable terrain, mapping Classification algorithms for diseases and insects, and time series analysis.

Required Qualifications

  • Skillset: Computer vision, deep learning, semantic segmentation, classification tasks

  • Graduating/ Graduated Computer science or relevant faculty in BS, MSc or Ph.D. BS or MS with computer vision experience or Ph.D. in Computer Vision related topics

  • The ability to develop applications and tools in Python and/or C++

  • Technical communication skills in English (reading and writing)

  • Familiarity with modern models and data-sets

  • Experience programming on GPU (e.g. CUDA)

  • Tensorflow or similar, and common neural network architectures such as YOLO git

Ideal Qualifications

  • Master’s degree or Ph.D.

  • Prior work experience related to computer vision or robotics

  • Experience of machine learning model compression

  • ROS1/2

  • Embedded systems

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