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PlusAI

Posted 17 days ago

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Perception Intern

Santa ClaraOn-siteInternship

AI Summary

Perception Intern works on developing and benchmarking multi-modal deep learning techniques for object detection and integration into production perception stacks in autonomous vehicles.

About this role

PlusAI is a Physical AI company pioneering AI-based virtual driver software for factory-built autonomous trucks. Headquartered in Silicon Valley with operations in the United States and Europe, Plus was named by Fast Company as one of the World’s Most Innovative Companies. Partners including TRATON GROUP’s Scania, MAN, and International brands, Hyundai Motor Company, Iveco Group, Bosch, and DSV are working with Plus to accelerate the deployment of next-generation autonomous trucks. If you’re ready to make a huge impact and drive the future of autonomy, Plus is looking for talented individuals to join its fast-growing teams.

Join our dynamic team at Plus as a Perception Intern and immerse yourself in the cutting-edge world of autonomous vehicles delivering real-world impact. You'll dive into the heart of a state-of-the-art simulation pipeline and collaborate with industry experts as you train and fine-tune multimodal deep learning models.

Responsibilities

  • Develop state of the art technologies to detect unknown or foreign objects using multi-modal sensor streams.
  • Develop and benchmark cutting-edge techniques in deep learning.
  • Collaborate with team members to optimize and seamlessly integrate developed techniques into the production perception/AV stack.

    • Required Skills

  • Pursuing MS or PhD in Computer Science, Electrical Engineering, Robotics, similar technical field of study, or equivalent practical experience
  • Software design and development experience in Python
  • Knowledge and/or experience with Machine Learning/Deep Learning
  • Experience in 3D computer vision

    • Preferred Skills:

  • Past experiences in deep learning projects involving object detection, motion tracking or semantic segmentation
  • Experience with 3D Vision
  • Publication record in relevant venues (CVPR, ICLR, ICCV, ECCV, NeurIPS, AAAI, SIGGRAPH)

    • Skills

    3D Computer VisionCapstone ProjectsCV/ML ResearchDeep LearningKerasMachine LearningMotion TrackingMultimodal FusionNeural NetworksObject DetectionProduction DeploymentPublication ExperiencePythonPyTorchSemantic SegmentationSimulation PipelinesTensorFlowVision Transformers

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