Computer Vision Intern

Santa Clara, CA

Job Description

XPeng Motors is one of China's leading smart electric vehicle ("EV") company. We design, develop, manufactures and market smart EVs that are seamlessly integrated with advanced Internet, AI and autonomous driving technologies. We are committed to in-house R&D and intelligent manufacturing to create a better mobility experience for our customers. We strive to transform smart electric vehicles with technology and data, shaping the mobility experience of the future.

Job Responsibilities:

Design and implement vision large language models for autonomous driving or intelligent cabin functions
Research and explore vLLM and foundation model algorithms, targeting top academic publication
Test, debug, and optimization to generate robust and efficient vision algorithms
Work with cross-functional teams on product definition, human-machine interaction (HMI) and HW/SW integration

Minimum Requirements:

PhD in Computer Science, Electrical Engineering, or related fields
Able to do full-time internship onsite in SV office this summer and fall
Track-record R&D experience in one of the computer vision topics: vision-large-language-model, multimodality foundation model, action recognition, open vocabulary detection, zero-shot object detection/segmentation/tracking, face recognition, 3D reconstruction
Excellent programming skills and knowledge of C++ or Python
Familiar with OpenCV, Numpy and any deep learning frameworks: PyTorch, Tensorflow, etc.
Ability to root-cause engineering failures and optimize algorithm over non-idealities
Excellent written and oral communication skills

Preferred Requirements:

Experience with delivering product in one of the following topics: face detection, face recognition, pose estimation, 3D reconstruction, action recognition (driver monitoring)
Knowledge in linear algebra, classic computer vision/image processing
Publications in top-tier CV/ML venues: CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR
Experience with GPU programming

What do we provide:

A fun, supportive and engaging environment
Opportunity to make significant impact on transportation revolution by the means of advancing autonomous driving
Opportunity to work on cutting edge technologies with the top talent in the field
Competitive compensation package
Snacks, lunches and fun activities

We are an Equal Opportunity Employer. It is our policy to provide equal employment opportunities to all qualified persons without regard to race, age, color, sex, sexual orientation, religion, national origin, disability, veteran status or marital status or any other prescribed category set forth in federal or state regulations.

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