XPENG

【27届校招】智造专业培训生(3D建模算法方向)

XPENG  •  Onsite  •  3 hours ago
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Job Description

【27届校招】智造专业培训生(3D建模算法方向)

广州

正式

生产 / 制造 / 加工

职位描述

  1. 负责 3D Gaussian Splatting / NeRF 等神经渲染算法的研发与落地,参与从多视图几何(SfM/MVS)、点云处理到模型训练的全链路开发。 2. 参与实时视频流的三维重建管线开发,包括从监控视频(RTSP 等协议)中提取特征、位姿估计、生成带纹理的点云。 3. 参与点云到网格(Mesh)的重建工作,包括泊松重建、三角剖分、网格简化、纹理映射等。 4. 参与动静态点云分离算法的开发,剔除动态干扰,保留静态场景用于重建。 5. 利用 CUDA 等进行 GPU 加速优化,推动算法在实际场景中的实时运行。 6. 跟踪 CVPR/ICCV/ECCV 等顶会前沿进展,复现并评估新方法在业务中的可行性。

职位要求

  1. 计算机、电子、自动化、数学、测绘等相关专业硕士及以上学历,博士或有顶会论文优先。 2. 熟练使用 Python 和 C++,有 PyTorch 开发经验。 3. 了解 3DGS 或 NeRF 的基本原理,有实际训练或调优经验优先。 4. 熟悉 Open3D / OpenCV / COLMAP 中至少一项,有网格处理或点云处理经验优先。 5. 有 CUDA 开发经验优先;了解视觉 SLAM 或 SfM 优先。 6. 有实时三维重建、纹理映射或视频流处理项目经验优先。 7. 学习能力强,对三维视觉方向有持续热情,能独立查阅英文论文并复现算法。

投递

XPENG

About XPENG

XPeng is a leading Chinese Smart EV company that designs, develops, manufactures, and markets Smart EVs that appeal to the large and growing base of technology-savvy middle-class consumers. Its mission is to drive Smart EV transformation with technology and data, shaping the mobility experience of the future. In order to optimize its customers’ mobility experience, XPeng develops in-house its full-stack advanced driver-assistance system technology and in-car intelligent operating system, as well as core vehicle systems including powertrain and the electrical/electronic architecture. XPeng is headquartered in Guangzhou, China. In 2021, the Company established its European headquarters in Amsterdam, along with other dedicated offices in Copenhagen, Munich, Oslo, and Stockholm.The Company’s Smart EVs are mainly manufactured at its plant in Zhaoqing and Guangzhou,Guangdong province.

For more information, please visit https://heyxpeng.com.

Industry
Automotive & Mobility
Company Size
1,001-5,000 employees
Headquarters
Guangzhou, CN
Year Founded
2014
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