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Computer Vision Perception Engineer (Autonomous Driving)
Apolis • Detroit, Michigan, United States
About the Role
Role: Computer Vision Perception Engineer (Autonomous Driving)
Position Type: Contract
Location: Detroit, MI (Fully onsite)
Job Description:
What You Will Do:
Position Type: Contract
Location: Detroit, MI (Fully onsite)
Job Description:
What You Will Do:
- Design and implement computer vision algorithms for object detection and segmentation using camera and LiDAR data fusion.
- Develop deep learning models for 2D and 3D object detection, including implementation and optimization of YOLO, Faster R-CNN, SSD, and transformer-based architectures.
- Create and optimize LiDAR point cloud processing pipelines using PCL and Open3D for 3D object detection and segmentation.
- Implement sensor fusion techniques to combine camera and LiDAR data for enhanced object detection accuracy.
- Develop instance and semantic segmentation algorithms using state-of-the-art models like Mask R-CNN, U-Net, and DeepLab.
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