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#SV004. Director - perception algorithm
Responsible for delivering both onboard and offline perception algorithms using deep learning for robots (drones).
Responsibilities
- Design perception algorithms on stereo depth estimation, segmentation, detection, tracking, 3D reconstruction, etc.
- Design semi-supervised/unsupervised method in perception problems in drone
- Research into state of the art method in computer vision or deep learning
- Collaborate with cross functional teams on developing or improving perception algorithms
- Mentor team members and develop their career path
Qualifications
- Doctoral degree, more than 3 years of deep learning algorithm research and project experience;
- Successful development experience of deep learning algorithms in visual target detection, tracking, semantic/instance segmentation, depth estimation, 3D reconstruction etc.
- Deep understanding of the iterative process of data-driven algorithm development, and familiarity with Pytorch
- Familiar with Python/C++.
- Have more than one year of experience in leading a team and managing projects.
Bonus
- previous experience in robotics is a bonus but not required
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