滴滴2026未来精英-大规模自动驾驶数据集离线自动标注
校招全职自动驾驶地点:北京状态:招聘
任职要求
L4自动驾驶的相关模型,如3D目标检测、点云语义分割、端到端模型等,都需要大量的训练数据,自动标注是利用算法和工具来自动生成或补充数据标签的技术,能够显著减少人工标注的成本和时间。数据集自动标注的关键算法和系统设计问题包括:数据集标注:基于多模态传感器数据输入,结…
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工作职责
无
包括英文材料
自动驾驶+
https://www.youtube.com/watch?v=_q4WUxgwDeg&list=PL05umP7R6ij321zzKXK6XCQXAaaYjQbzr
Lecture: Self-Driving Cars (Prof. Andreas Geiger, University of Tübingen)
https://www.youtube.com/watch?v=NkI9ia2cLhc&list=PLB0Tybl0UNfYoJE7ZwsBQoDIG4YN9ptyY
You will learn to make a self-driving car simulation by implementing every component one by one. I will teach you how to implement the car driving mechanics, how to define the environment, how to simulate some sensors, how to detect collisions and how to make the car control itself using a neural network.
算法+
https://roadmap.sh/datastructures-and-algorithms
Step by step guide to learn Data Structures and Algorithms in 2025
https://www.hellointerview.com/learn/code
A visual guide to the most important patterns and approaches for the coding interview.
https://www.w3schools.com/dsa/
还有更多 •••
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