Momenta

端到端模型算法工程师-静态元素

Momenta  •  Onsite  •  1 month ago
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Job Description

端到端模型算法工程师-静态元素北京、苏州、上海全职互联网 / 电子 / 网游职位描述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,重点覆盖交通信号灯(红绿灯)、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. 构建并优化基于多传感器(摄像头、激光雷达、高精地图)融合的静态场景感知算法,确保在复杂城市道路、隧道、强光/弱光等极端场景下的鲁棒性。
3. 主导红绿灯的状态识别(颜色、闪烁、倒计时)及空间定位算法研发,解决小目标检测、遮挡、动态背光等关键技术挑战。
4. 设计端到端模型架构(如BEV感知、Transformer-based模型),实现从原始数据到结构化静态场景输出的高效映射。职位要求1. 硕士及以上学历,计算机科学、人工智能、机器人、自动化等相关领域。
2. 精通深度学习在计算机视觉中的应用,熟练掌握目标检测(YOLO、DETR)、语义分割(UNet、DeepLab)、关键点检测等任务。
3. 具备红绿灯/交通标识等静态元素感知的实战经验,熟悉相关数据集(如BDD100K、Mapillary Vistas、COCO)。
4. 熟练使用PyTorch/TensorFlow框架,具备端到端模型从训练到部署的全流程能力。
5. 熟练使用Python/C++,熟悉Linux开发环境及CUDA加速。 投递
Momenta

About Momenta

We are committed to developing breakthrough artificial intelligence (“AI”) solutions to push beyond the frontier of possibilities today and significantly improve people’s quality of life. We leverage our AI capabilities to develop autonomous driving solutions to enhance safety, convenience, and efficiency of mobility.

We have pioneered a unique scalable path toward full autonomous driving by combining a data-driven approach with iterating algorithms – referred to as our “flywheel approach” - as well as a “two-leg” product strategy focusing on both Mpilot, our mass-production-ready highly autonomous driving solutions, and MSD (Momenta Self-Driving), our driving solution targeting full autonomy.

Contact us:

contact@momenta.ai

Industry
IT & Software
Company Size
501-1,000 employees
Headquarters
Suzhou City, CN
Year Founded
2016
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