视觉算法部署实习生

Caterpillar UK

Wuxi, China
Embedded systems integration
Computer vision and deep learning
Object detection and semantic segmentation
Assist in the development and implementation of visual solutions for autonomous driving

Job Summary

  • Assist in the development and implementation of visual solutions for autonomous driving.
  • Participate in the design of autonomous driving visual solutions, responsible for the integration, debugging, and testing of relevant embedded systems and visual components.
  • Build and maintain autonomous driving datasets, conduct training data annotation quality control, model performance evaluation, and carry out embedded inference acceleration and optimization.

Matching Summary

Assist in the development and implementation of visual solutions for autonomous driving.

Skills & Requirements

Must-have

  • Embedded systems integration
  • Computer vision and deep learning
  • Object detection and semantic segmentation
  • Embedded inference acceleration
  • Linux embedded system debugging
  • Python and C++ programming

Nice-to-have

  • Problem-solving and teamwork
  • Clear technical communication

Key Requirements

  • Bachelor's or Master's degree in Computer Science, Electrical Engineering, Automation or related field
  • Experience deploying deep learning models on embedded platforms
  • Experience with TensorRT, CUDA, cuDNN, ONNX Runtime
  • Experience with ROS2, DeepStream, ARM devices, NVIDIA Jetson/Orin
  • Experience with CNN, YOLO series, TensorFlow, PyTorch
  • Minimum 4 days/week for 4+ months internship

Work Rights

Not specified

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