视觉算法部署实习生

Caterpillar Inc.

Deep learning model deployment on embedded platforms
Ros2, deepstream, arm, nvidia jetson/orin experience
Tensorrt, cuda, cudnn, onnx runtime for inference acceleration
This role involves assisting in the design and implementation of vision solutions for autonomous driving applications

Job Summary

  • This role involves assisting in the design and implementation of vision solutions for autonomous driving applications.
  • Candidates will be responsible for integrating visual components with embedded systems and optimizing model performance for latency and power consumption.
  • The position requires a commitment to intern for at least four days per week over a duration of four months or more.

Matching Summary

This role involves assisting in the design and implementation of vision solutions for autonomous driving applications.

Skills & Requirements

Must-have

  • Deep learning model deployment on embedded platforms
  • ROS2, DeepStream, ARM, NVIDIA Jetson/Orin experience
  • TensorRT, CUDA, cuDNN, ONNX Runtime for inference acceleration
  • Linux Embedded system debugging and Docker usage
  • Python and C++ programming proficiency

Nice-to-have

  • Strong problem-solving and teamwork skills
  • Clear communication of technical concepts
  • Experience with CNN and YOLO series algorithms
  • Dataset construction and annotation quality control

Key Requirements

  • Bachelor's or Master's degree in Computer Science, EE, or Automation
  • Minimum 4 days per week availability for 4+ months

Work Rights

Not specified

Tailored Resume

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