Post Time｜2022/06/22
US company providing embedded device with DepthAI/ML/computer vision technology.
Responsibilities｜
- Collaborate with clients and work on state-of-the-art neural networks, their optimization, and deployment on edge devices
- Work on various projects, including lightweight models for assistance in autonomous navigation, neural assisted depth estimation, or even simple object detection
- Help manage tools that aim to bring Spatial AI to everyone
- Investigate different approaches of fusing depth information to improve specific tasks
- Help clients curate data collection for model improvement
Requirements｜
- 5+ years relevant experience
- Python expert with a passion for computer vision
- Experience with industry-recognized ML frameworks (PyTorch, TF, …) for computer vision and related libraries (Numpy, Pandas, Pillow, OpenCV, …)
- Strong understanding of the math behind ML algorithms
- Basic knowledge of computer vision methods
- Basic knowledge of Linux and Git
- Passionate about Machine Learning algorithms, deployment, and maintenance on edge devices
Good to have｜
- Experience in deploying and maintaining machine learning models to edge
- Experience with cloud platforms
- Knowledge of C++ and ROS
- Familiarity with ONNX and OpenVINO
- Experience in Unity
