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Computer Visionaim tobuild ahigh-efficient end-to-endfor ground truth production,and achieve the high quality andreliability in
be doing:
ground truth production, givenlarge amountof data from variousCamera, Lidar, Radar, GPS, IMU and others.focus onbut not limited tothe followings:
Design, implement andmaintainsoftware modules and workflows for signal processing and computer vision in a distributed environment
Automationand accelerationof ground truth generationwithoptimizeddata quality
Automated dataanalytics and curationfor various AV use cases
Optimization on algorithmand systemperformance, pipeline efficiency and throughput
An excellent understanding or experience inand deep learningwill help you do a better job.We alsoneed to have enthusiasm for both deep learning and autonomous driving domain, and corresponding multipleengineering ability.Working with enthusiastic and dedicated people at the forefront of science and technology is one of thegreat thingsyou will love.Our work is fun andvery excitingAV products to make
What we need to see:
Sor PhDdegree,preferred in Computer Science, Computer Engineering or Electrical Engineering
3+ years of work experience
Solidsoftware designandprogramming skills in Python, C++, or similar languagesunder Linux environment
Excellent knowledge ofComputer Vision, and 3Dvisionwill be a big bonus
Prior working experience in the following areas: Autonomous Driving, Robotics, SLAM, GPU technology, DeepLearningor 3D-Gaming
Familiar with AV perception, knowledge of object detection/tracking, multi-sensor fusion such as lidar and camera, and time synchronization
Fluent in both oral and written English
Ways to stand out from the crowd:
Experienced in developing system software in a cloud and distributed environment for processing large scale data in an efficient manner
Hands-on experience of large data exploration, analysis,miningand visualization
Experience ofOpenCV/OpenGL/CUDA programming skills
Standalone project experience with 10k+ lines code, game,applicationor vision related
Deep understanding of system architecture,CPU/GPU/Memory/Storage,everything related to performance optimization
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