车载相机感知与部署实习生
Wuxi, Jiangsu, China
CNY 25K-37K (estimate) Entry-level Internship Part Time
Tasks
- Build multi camera data acquisition pipeline
- Cross compile and tune performance on aarch64
- Deploy and optimize camera based perception algorithms
- Develop TensorRT plugins and INT8 calibration flows
- Implement camera synchronization and coordinate transforms
- Integrate perception models with ROS
- Optimize inference engines for real time performance
- Optimize model power performance on ARM Jetson
- Port accelerate deep learning models on embedded platforms
- Quantize models and develop custom operators
- Select calibrate cameras for autonomous driving
- Use Linux for system level debugging
Perks/Benefits
- N/A
Skills/Tech-stack
AARCH64 | BEV | BEVDet | BEVFormer | C++ | CUDA | CUDNN | Camera Calibration | CenterPoint | Coordinate Transformation | Cross-compilation | CyberRT | FP16 | FPD-Link | GMSL | GStreamer | INT8 | ISP | Linux | Nsight | ONNX | Occupancy | OpenCV | Perf | PyTorch | Python | ROS | TensorFlow | TensorRT | Time Synchronization | V4L2 | YOLO
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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