3D COMPUTER VISION ENGINEER (Remote)

Remote fulltime

Mức lương: Up to $5000- Net Hạn nộp hồ sơ: 31-08-2020

Dear 365hh's Valued Candidates, 365hh's Client is a company in Hight technology (IT, Software) field at Singapore...- Working location: Remote Fulltime Dear 365hh's Valued Candidates, 365hh's Client is a company in Hight technology (IT, Software) field at Singapore...- Working location: Remote Fulltime

3D COMPUTER VISION ENGINEER
Working location: Remote Fulltime
Salary range: up to $5000 net

RESPONSIBILITIES
• Develop computer vision, visual geometry and deep learning algorithms for monocular
3D human pose estimation.
• Typical algorithms used include Object Detection, top-down or bottom-up 2D/3D
Keypoint
• Detection, SMPL parameterization and sequential networks used for video motion
capture.
• You will help solidify existing algorithms, and work with large amounts of real and
synthetic data to continuously improve the algorithmic and computational performance
• Research and implement state-of-the-art papers for training and inference
REQUIREMENTS
• 4 years+ of industry or research experience
• Strong knowledge and familiarity with deep learning libraries including Pytorch and
Tensorflow
• In-depth understanding of OpenCV and 3D libraries e.g. PCL, Open3D
• Strong Python and C++ programming skills
• Experience with OpenPose or related 3D pose estimation algorithms
• Solid grasp of 3D geometry and linear algebra
• Experience with architecting a supervised/semi-supervised machine learning pipeline for
training
• Proficiency in spoken and written English
** Nice to have:
• Publications in Computer Vision or Graphics journals including CVPR, ICCV, ECCV or
SIGGRAPH
• Experience with GPGPU programming (CUDA and OpenCL).
• Experience with deploying real-time computer vision algorithms in software
• Experience with using synthetic data for training
• Experience with animation and graphics pipelines e.g. Maya, Unity, Unreal Engine