CARIZON

自动驾驶算法实习生(3DGS、NeRF、diffuision)

CARIZON  •  Onsite  •  16 days ago
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Job Description

自动驾驶算法实习生(3DGS、NeRF、diffuision)北京、上海实习职位描述探索3DGS、Diffusion等技术在自动驾驶地图构建中的应用,探索端到端模型在自动驾驶中的应用潜力,参与相关模型的训练、数据预处理及标注等工作;复现并改动相关论文方法,跟进前沿技术并尝试应用;设计算法的定量评估指标,分析挑战场景下模型算法的表现职位要求1. 硕士及以上学历,计算机/自动化/人工智能/图形学相关专业,具备扎实的数据结构和算法基础
2. 熟悉Linux,具备扎实的C++/Python编程能力,熟练使用PyTorch、TensorFlow等至少一种主流机器学习框架
3. 深度学习基础扎实,熟悉基于CNN,Transformer的常见模型算法
4. 了解3D计算机视觉核心知识,了解SLAM基础理论
3. 具备良好的系统设计能力和沟通协作能力
加分项
对3DGS、NeRF 等技术有深入理解,能结合实际业务灵活应用
对端到端模型、Diffusion/flow matching等技术有深入理解,有相关项目经验
在GitHub有SLAM/3D重建、端到端模型相关开源项目贡献 投递
CARIZON

About CARIZON

CARIZON is a joint-venture company co-founded by CARIAD, the

Volkswagen Group's software competence center, and Horizon Robotics,

leading provider of smart driving solutions for passenger vehicles. It was

officially inaugurated in November 2023.

CARIZON integrates hardware and software technology capabilities to develop industry-leading, highly optimized and full-stack ADAS/AD solutions for Volkswagen Group.

Currently, CARIZON's R&D center are located in Beijing and Shanghai, with more than 600 experts.

As a cornerstone of Volkswagen Group's "In China, for China" strategy

CARIZON leverages the Group's comprehensive localized R&D ecosystem and deep collaboration with strategic partners to persistently develop cutting edge combined driving assistance solutions tailored to Chinese customers needs.

Industry
Automotive & Mobility
Company Size
1-10 employees
Headquarters
Unknown
Year Founded
Unknown
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