
哈啰感知算法工程师/专家(红绿灯方向)-【自动驾驶】
社招全职技术地点:上海状态:招聘
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/
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
PyTorch+
https://datawhalechina.github.io/thorough-pytorch/
PyTorch是利用深度学习进行数据科学研究的重要工具,在灵活性、可读性和性能上都具备相当的优势,近年来已成为学术界实现深度学习算法最常用的框架。
https://www.youtube.com/watch?v=V_xro1bcAuA
Learn PyTorch for deep learning in this comprehensive course for beginners. PyTorch is a machine learning framework written in Python.
TensorFlow+
https://www.youtube.com/watch?v=tpCFfeUEGs8
Ready to learn the fundamentals of TensorFlow and deep learning with Python? Well, you’ve come to the right place.
https://www.youtube.com/watch?v=ZUKz4125WNI
This part continues right where part one left off so get that Google Colab window open and get ready to write plenty more TensorFlow code.
C+++
https://www.learncpp.com/
LearnCpp.com is a free website devoted to teaching you how to program in modern C++.
https://www.youtube.com/watch?v=ZzaPdXTrSb8
Python+
https://liaoxuefeng.com/books/python/introduction/index.html
中文,免费,零起点,完整示例,基于最新的Python 3版本。
https://www.learnpython.org/
a free interactive Python tutorial for people who want to learn Python, fast.
https://www.youtube.com/watch?v=K5KVEU3aaeQ
Master Python from scratch 🚀 No fluff—just clear, practical coding skills to kickstart your journey!
https://www.youtube.com/watch?v=rfscVS0vtbw
This course will give you a full introduction into all of the core concepts in python.
相关职位
社招3年以上研发类
1. 负责通用视觉场景感知,包括检测、分割、识别、深度估计、OCR等; 2. 负责基于diffusion类的大模型感知,如Marigold等; 3. 负责光感知,如色温、照度、多光谱等; 4. 多任务感知,一个模型同时解决多个感知任务的multitask研究,多模态决策大脑等;

社招算法研究
工作职责【负责其中之一的方向即可】 1、【道路几何方向】跟进学界最新主流道路集合感知进展,包括且不限于车道线,停止线,斑马线,Roadmarker, 道路拓扑等方向 2、【Occupancy方向】跟进学界最新主流占据网络感知层面进展,研究基于相机、激光雷达、毫米波雷达等Occupancy感知方案,业界内形成技术领先; 3、【BEV方向】跟进学界主流BEV感知进展,研究基于相机、激光雷达、毫米波雷达等端到端BEV感知方案,业界内形成技术领先; 4、【激光雷达方向】跟进学界主流激光雷达感知进展,研究基于激光雷达的动态&静态障碍物感知技术,业界内形成技术领先;
更新于 2025-04-16