大疆中/高级计算机视觉算法工程师(深圳)
社招全职算法地点:深圳状态:招聘
任职要求
1. 计算机、自动化、数学等相关专业毕业,硕士或以上学历; 2. 熟悉机器人系统,系统能力强,动手能力强;了解其各模块及相关知识;具有机器人系统、自动驾驶、传感器融合、三维重建等相关领域开发经验,有产品落地者优先; 3. 熟悉C/C++/Python,有一定的开发经验;代码能力优秀;具备扎实的算法和数据结构等知识,具有良好的数学能力,熟悉几何、统计等相关理论; 4. 精通以下领域的技术之一: a. 多视图几何和计算机视觉技术; b. 机器学习、深度学习领域; c. 传感器技术,了解机器人系统不同传感器的特性,包括但不限于视觉传感器、3D tof、结构光、激光雷达等; 加分项: 1. 全面负责过一项或多项SOTA算法方案设计、模型优化、数据挖掘、自动标注,模型评估且在硬件产品有落地经验者优先;有多模态语义理解产品落地经验者优先;主导过多NN模块智能系统硬件产品开发与交付者优先; 2. 在相关领域主流会议或期刊发表过论文 (包括但不限于CVPR/ICCV/ECCV/ NIPS/ ICML/ICLR/ IROS/ ICRA)。
工作职责
负责感知算法相关研究、开发与产品化,包括但不限于: 1. 负责承接多模态感知算法,包括但不限于视觉、激光雷达、亳米波雷达的深度、检测、分割、occ、动态等感知任务,并落地产品; 2. 结合自研平台硬件设计,选择高效的backbone和网络结构,并对网络进行压缩部署,实现高效端侧部署; 3. 负责研究视觉相机、结构光、激光雷达等传感器的特性,开发相关的传感器算法并落地产品; 4. 跟进调研最新的网络算法,并且导入新网络改善感知能力。
包括英文材料
学历+
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.
C+
https://www.freecodecamp.org/chinese/news/the-c-beginners-handbook/
本手册遵循二八定律。你将在 20% 的时间内学习 80% 的 C 编程语言。
https://www.youtube.com/watch?v=87SH2Cn0s9A
https://www.youtube.com/watch?v=KJgsSFOSQv0
This course will give you a full introduction into all of the core concepts in the C programming language.
https://www.youtube.com/watch?v=PaPN51Mm5qQ
In this complete C programming course, Dr. Charles Severance (aka Dr. Chuck) will help you understand computer architecture and low-level programming with the help of the classic C Programming language book written by Brian Kernighan and Dennis Ritchie.
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.
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/
数据结构+
https://www.youtube.com/watch?v=8hly31xKli0
In this course you will learn about algorithms and data structures, two of the fundamental topics in computer science.
https://www.youtube.com/watch?v=B31LgI4Y4DQ
Learn about data structures in this comprehensive course. We will be implementing these data structures in C or C++.
https://www.youtube.com/watch?v=CBYHwZcbD-s
Data Structures and Algorithms full course tutorial java
OpenCV+
https://learnopencv.com/getting-started-with-opencv/
At LearnOpenCV we are on a mission to educate the global workforce in computer vision and AI.
https://opencv.org/university/free-opencv-course/
This free OpenCV course will teach you how to manipulate images and videos, and detect objects and faces, among other exciting topics in just about 3 hours.
机器学习+
https://www.youtube.com/watch?v=0oyDqO8PjIg
Learn about machine learning and AI with this comprehensive 11-hour course from @LunarTech_ai.
https://www.youtube.com/watch?v=i_LwzRVP7bg
Learn Machine Learning in a way that is accessible to absolute beginners.
https://www.youtube.com/watch?v=NWONeJKn6kc
Learn the theory and practical application of machine learning concepts in this comprehensive course for beginners.
https://www.youtube.com/watch?v=PcbuKRNtCUc
Learn about all the most important concepts and terms related to machine learning and AI.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
数据挖掘+
https://www.youtube.com/watch?v=-bSkREem8dM
Database vs Data Warehouse vs Data Lake
https://www.youtube.com/watch?v=7rs0i-9nOjo
CVPR+
https://cvpr.thecvf.com/
ICCV+
https://iccv.thecvf.com/
ICCV is the premier international computer vision event comprising the main conference and several co-located workshops and tutorials.
ECCV+
https://eccv.ecva.net/
ECCV is the official event under the European Computer Vision Association and is biannual on even numbered years.
ICML+
https://icml.cc/
ICLR+
https://iclr.cc/
相关职位
社招3年以上算法
负责计算机视觉相关技术的研发,包括但不限于: 1. 负责下一代动态目标的识别跟踪相关算法系统的探索与预研,保障业界一流竞争力; 2. 负责动态目标的识别跟踪相关算法系统的设计与研发,输出基于时序&多传感器融合的端到端感知解决方案; 3. 负责与嵌入式、平台工程师协作,针对芯片平台进行算法落地资源需求与效果评估与优化; 4. 开展跨模块沟通,主导相关智能功能系统方案的设计、闭环开发团队的竞争力落地情况。
更新于 2025-07-16
社招算法
1. 负责研究传统和新型三维重建、生成、编辑等技术; 2. 结合大疆软硬件产品,研究下一代三维重建技术,并应用落地; 3. 支持智图、智模、司空等行业产品,推动大疆行业软硬一体化解决方案的技术领先。
更新于 2025-07-17
社招算法
1. 参与大疆无人机航测相关产品的开发交付; 2. 深化研究三维表征、重建、生成技术,持续提升大疆三维重建技术竞争力; 3. 三维语义分割等技术研究,推动三维重建成果的智能化和自动化; 4. 结合大疆软硬件产品,研究下一代三维重建技术的落地应用。
更新于 2025-07-17