Pony.ai

深圳/广州算法实习生 - 多模态感知模型

Pony.ai  •  Onsite  •  26 days ago
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Job Description

深圳/广州算法实习生 - 多模态感知模型广州实习职位描述1. 负责研发面向高精度静态环境感知的端到端深度学习模型,重点覆盖交通标识、车道线、路缘、静态障碍物等关键元素的检测与识别。
2. 探索前沿的在线静态环境感知架构,拓展无图自动驾驶的能力边界。
3. 负责算法在自动驾驶实际产品中的落地和优化提升,解决实际问题。职位要求1. 计算机或相关专业本科以上学历;
2. 熟练掌握深度学习及计算机视觉相关的基本算法;
3. 熟悉掌握基于Transformer的感知算法;
4. 优秀的编程能力,熟悉C/C++或Python;
5. 有较强的独立解决问题能力,学习能力及沟通能力;
若能满足如下条件的其中一个,会适当加分:
1. 有较强的研究能力优先,如发表过第一作者CCF A类会议或期刊等论文;
2. 熟悉某种深度学习框架,如Pytorch等,对深度学习有深入的了解;
3. 熟悉并行计算或cuda编程,或图像处理方面经验的优先;
4. 在自动驾驶行业有实习经验;
5. 能实习6个月及以上。 投递
Pony.ai

About Pony.ai

Pony AI Inc. (“Pony.ai”) is a global leader in the large-scale commercialization of autonomous mobility.

Leveraging its vehicle-agnostic Virtual Driver technology, full-stack autonomous driving technology that seamlessly integrates its proprietary software, hardware, and services, Pony.ai is developing a commercially viable and sustainable business model that enables the mass production and deployment of vehicles across transportation use cases.

Founded in 2016, Pony.ai has expanded its presence across China, Europe, East Asia, the Middle East, and other regions, ensuring widespread accessibility to its advanced technology.

Pony.ai is among the first in China to obtain licenses to operate fully driverless vehicles in all four Tier-1 cities in China (Beijing, Guangzhou, Shanghai, Shenzhen) and has begun to offer public-facing, fare-charging robotaxi services without safety drivers in Beijing, Guangzhou and Shenzhen. Pony.ai operates a fleet consisting of over 250 robotaxis.

To date, Pony.ai has driven nearly 45 million autonomous testing and operation kilometers on open roads worldwide.

Industry
IT & Software
Company Size
501-1,000 employees
Headquarters
Fremont, California
Year Founded
2016
Website
pony.ai
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