大疆图像算法工程师(深圳)
校招全职算法地点:深圳状态:招聘
任职要求
1. 本科及以上学历,计算机、电子工程、自动化、图像处理、计算摄影、模式识别、通信/信号处理等相关专业; 2. C/Python编程能手,熟练使用传统图像处理算法或AI算法快速实现图像增强目标; 3. 具有扎实的图像处理和数字信号处理基本功; 4. 项目经验加分项: ① 有设备端画质调优经验,包括但不限于相机摄影、手机摄影、电影机、VR眼镜、医疗成像设备、屏幕显示效果等; ② 有成像系统的3A感知算法相关经验,包括但不限于成像系统的自动对焦系统(包括镜头控制),曝光系统(包括亮度和对比度),颜色系统(包括白平衡)等项目经验; ③ 有计算摄影或者AIGC、Transformer、GAN等在图像领域应用的经验,如图像增强、多目测量、投影几何、匹配和拼接、去模糊、去雾和超分等项目经验; ④ 有传感器设计、像素设计经验,镜头设计经验,或者了解成像原理; ⑤ 有视频图像处理经验,如视频编解码、去噪、恢复、增强等项目经验; ⑥ 有芯片设计和应用经验,包括但不限于AISC/SoC/DSP/FPGA/GPU/CPU; 5. 在高水平国际会议、期刊上发布过相关文章,或在各类竞赛中取得优异成绩者优先,包括但不限于IJRR、CVPR、ICCV、ECCV、NIPS、ICML、ICRA、IROS、ITS、IV、3DV、RSS、IJRR、T-RO、JFR、电子设计大赛、RoboMaster、RoboCon等; 6. 具备较强的学习及问题分析能力,敢想敢做,追求极致,做事踏实有恒心,有反思意识,具备良好的团队协作能力,愿意和团队一起进步。
工作职责
大疆影像以创造世界一流影像产品为目标、致力于将科技与艺术完美融合,从图像传感器、多光谱传感器等新器件定义,到ISP算法的开发,和AI图像处理算法及硬件设计,再到真实、鲜艳、高动态的图像制作与显示技术,我们具备完整技术栈。我们寻找对影像有着极致追求的同路人,与我们一起,拓宽影像产品的边界,打造独一无二的视觉体验,把无限想象变为世界现象。 1. 负责参与各类相机类传感器等硬件设计与定制、图像处理、3A控制、画质调优、AI图像增强方案的评估和系统设计,算法开发、ISP架构和链路设计、性能仿真和优化; 2. 负责参与上述功能在芯片、产品中的落地实现、量产化。
包括英文材料
学历+
图像处理+
https://opencv.org/blog/computer-vision-and-image-processing/
This fascinating journey involves two key fields: Computer Vision and Image Processing.
https://www.geeksforgeeks.org/python/image-processing-in-python/
Image processing involves analyzing and modifying digital images using computer algorithms.
https://www.youtube.com/watch?v=kSqxn6zGE0c
In this Introduction to Image Processing with Python, kaggle grandmaster Rob Mulla shows how to work with image data in python!
模式识别+
https://www.mathworks.com/discovery/pattern-recognition.html
Pattern recognition is the process of classifying input data into objects, classes, or categories using computer algorithms based on key features or regularities.
https://www.microsoft.com/en-us/research/wp-content/uploads/2006/01/Bishop-Pattern-Recognition-and-Machine-Learning-2006.pdf
Pattern recognition has its origins in engineering, whereas machine learning grew out of computer science.
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.
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/
Transformer+
https://huggingface.co/learn/llm-course/en/chapter1/4
Breaking down how Large Language Models work, visualizing how data flows through.
https://poloclub.github.io/transformer-explainer/
An interactive visualization tool showing you how transformer models work in large language models (LLM) like GPT.
https://www.youtube.com/watch?v=wjZofJX0v4M
Breaking down how Large Language Models work, visualizing how data flows through.
FPGA+
https://nandland.com/fpga-101/
These are the fundamental concepts that are important to understand when designing FPGAs.
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/
SOC+
https://www.arm.com/resources/education/books/modern-soc
The aim of this textbook is to expose aspiring and practising SoC designers to the fundamentals and latest developments in SoC design and technologies using examples of Arm Cortex-A technology and related IP blocks and interfaces.
https://www.arm.com/resources/education/education-kits/introduction-to-soc
To produce students with solid introductory knowledge on the basics of SoC design and key practical skills required to implement a simple SoC on an FPGA and write embedded programs targeted at the microprocessor to control the peripherals.
https://www.youtube.com/watch?v=dokgLSAhqHI
A key part of the digital innovation revolution has been the embrace of the SoC, or system-on-chip.
NeurIPS+
https://neurips.cc/
相关职位
校招算法
作为大疆的机器学习算法工程师,在这里你将接触到DJI前沿影像和智能算法,将技术赋能无人机、手持设备、智能硬件产品,与各领域工程师、产品经理和实际用户一起,探索各类用户场景。我们以追求产品极致体验和业界一流技术为驱动力,欢迎面向未来、心态开放的顶尖人才加入我们,通过创新持续推动人类进步。 负责机器学习相关技术的研发,包括但不限于: 1. 负责机器学习(视觉、多模态、大模型等)前沿技术的研究; 2. 负责面向特定业务场景的模型深度优化,涵盖模型压缩与大模型性能调优; 3. 负责算法优化平台建设与维护; 4. 负责面向未来的NN软硬件联合优化。
更新于 2025-07-02
社招研发类
1、从事媒体领域,包括:图像/视频相关领域业界先进技术及发展趋势洞察、算法的研究创新、评测及工程化落地,实现公司在媒体领域的技术竞争力领先; 2、负责图像理解、图像增强、视觉等传统或AI系统方案设计、算法开发、工程化落地,构建智能手机、平板等产品在图像、视频等领域的核心竞争力; 3、独立承担图像算法的调研、设计工作,完成关键算法的开发、产品交付及验证; 4、调研和跟踪高校、第三方公司在图像/AI等算法方向的技术发展趋势,推进技术合作。
更新于 2025-07-28