Senior Computer Vision Engineer

4 days ago


Singapore EVOLUTION RECRUITMENT SOLUTIONS PTE. LTD. Full time
Roles & Responsibilities

About the Job

You will play a pivotal role in designing, implementing, and optimizing computer vision algorithms that are integral to our robotic systems. You will work closely with a multidisciplinary team of engineers and researchers to develop software and in-house core algorithm.

Responsibilities

  • Design and implement advanced computer vision algorithms for 3D reconstruction, image processing, object detection, recognition, tracking, and scene understanding to enhance the capabilities of our robotic systems.
  • Develop robust software solutions that integrate computer vision algorithms into our robotic platforms, ensuring high performance and reliability.
  • Collaborate with other engineers and researchers to prototype new concepts and bring innovative technologies from conception to deployment in real-world applications.
  • Continuously research and stay updated on the latest advancements in computer vision and machine learning technologies to inform development strategies.
  • Optimize existing computer vision algorithms for efficiency, including improving accuracy, reducing computational resources, and achieving real-time performance.

Requirements

  • Solid foundation in computer vision, image processing (e.g. edge detection, denoising), multiple view geometry, depth estimation, machine learning techniques with proven experience developing and deploying algorithms in real-world applications.
  • Please note that knowledge in deep learning is required but not sufficient.
  • Expertise in camera calibration, like camera intrinsic calibration, camera-to-camera calibration and robot-to-camera calibration with proven experience on developing and deploying calibration algorithms.
  • Expertise in programming languages such as C++, Python and CUDA, and familiarity with computer vision libraries (e.g., OpenCV, PCL) and machine learning frameworks (e.g., TensorFlow, PyTorch).
  • Expertise in calibration and 3D reconstruction (nerf and gaussian).
  • Experience with point cloud processing is highly desirable.

R1332781

Tell employers what skills you have

TensorFlow
Machine Learning
Image Processing
OpenCV
Computer Vision
3D
Reliability
PyTorch
Camera
IP
CUDA
Python
Geometry
Calibration
C++
Technical Support

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