- SGD Competitive Remuneration Package
- Research Engineering
- Singapore - Singapore
Join our ambitious and rapidly growing research team, at the Dyson’s Singapore Technology Center, focused on building real robots to go into people’s homes.
Dyson's robots are amazingly capable in cluttered world with vision sensors and IMU information as long as light is present…. Imaging in low light is challenging due to low photon count and low SNR. Short-exposure images suffer from noise, while long exposure can induce blur and is often impractical. A variety of denoising, deblurring, and enhancement techniques have been proposed, but their effectiveness is limited in extreme conditions…
Dyson is now seeking for someone to develop a pipeline for processing low-light images, based on end-to-end training of a fully-convolutional neural network.
You will be working on image and video processing within Deep Learning, experimenting with innovative techniques. You will be developing Python and deep learning frameworks (Tensorflow, PyTorch, solving real-world challenges.
Dyson Robotics Research seeks an excellent roboticist with experience applying rigorous mathematical tools to dynamic machines. Reporting to the Robotics Research Team Manager, you will be working within a cutting edge Robotics & Vision systems team developing and delivering bespoke solutions on projects from the design concept, through installation.
Ideally practical / commercial experience or top level education in Image & Video Processing
Tech skills in Python as well as deep learning frameworks – PyTorch, Tensorflow
Deep learning experience implementing state of the art techniques
Passion for developing cutting-edge research
Ideally a PhD level education, or MsC in a relevant field
Experience with control for field robots
Experience with real-time dynamic operation
Experience with SLAM