XPENG

【27届校招】嵌入式camera系统培训生

XPENG  •  Onsite  •  6 hours ago
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Job Description

【27届校招】嵌入式camera系统培训生
广州
正式
智能制造 / 工业互联网 / 工业自动化 - 研发
职位描述
1、负责AVM(环视系统)算法开发,包括鱼眼畸变校正、视角变换(俯视/3D)、图像拼接融合、亮度一致性处理;
2、配合HAL/SDK团队完成AVM及感知算法的集成、调试与效果调优,保障系统实时性、稳定性与资源占用(内存/GPU负载/功耗),解决多路摄像头并行处理下的性能瓶颈;
3、负责基于传统/深度学习的图像处理算法开发与部署,包括去噪、HDR增强、色彩校正、曝光补偿、目标检测、语义分割等图像处理模块;
4、负责深度学习模型在嵌入式平台的推理加速,结合GPU/NPU/DSP进行优化(量化、剪枝、算子适配);
5、跟踪前沿图像、AVM及深度学习CV技术,推动创新算法在座舱产品中的落地;
职位要求
1、计算机、通信、电子等相关专业硕士及以上学历;
2、了解图像处理基础算法/深度学习计算机视觉算法(滤波、直方图均衡、颜色空间转换、形态学、边缘检测、目标检测、语义分割、图像增强等);
3、熟练使用C/C++ 和 Python;
4、了解至少一种深度学习框架(PyTorch/TensorFlow),有模型训练、调优及嵌入式部署经验;了解至少一种推理框架(Qualcomm SNPE/QNN、TensorFlow Lite、ONNX Runtime等);
5、具备良好的沟通能力和团队合作精神,能够与驱动/HAL/系统侧高效协作;
6、有AVM环视系统开发经验优先,有模型端侧量化、蒸馏、剪枝等轻量化经验优先
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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