vivo画质算法工程师/专家
社招全职3-5年研发类地点:上海 | 杭州状态:招聘
任职要求
1、有深度学习&CV开发经验优先,熟悉手机成像的原理; 2、了解手机拍照算法(SR、降噪、hdr、demosaic、remosaic等)原理,具备一定的问题分析能力和算法设计能力; 3、于AI算法上具备一定的方案设计和落地经验优先; 4、具备扎实的编程能力,精通python / c / c++等其中一语言,并掌握相关深度学习框架(pytorch/tensorflow等)及基础原理; 5、具备良好的自驱动能力和团队合作沟通能力; 6、熟悉AI Agent领域和图像画质评价领域相关工作和有相关经验的优先。
工作职责
1、对手机影像的Raw域基础画质算法竞争力负责,包括但不限于夜景、人像、变焦、运动等拍照场景; 2、承接影像产品需求,以算法为核心,以用户体验为导向,联合器件、平台特性设计竞争力领先的特性方案; 3、负责手机Sensor内部处理影像算法的开发,包括但不限于remosaic、去噪、色彩增强、HDR算法等: 4、能够通过LLM/LVM/AI agent等前沿技术提升工作流程效率。
包括英文材料
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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/
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.
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
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.
AI agent+
https://www.ibm.com/think/ai-agents
Your one-stop resource for gaining in-depth knowledge and hands-on applications of AI agents.
相关职位
社招5-10年研发类
1、负责以手机拍照画质突破为目标的关键算法技术的研发工作,对算法竞争力负责; 2、识别学术界/业界优秀研究资源,进行技术合作,实现画质关键新技术的突破; 3、和性能优化团队一起,共同确保研发的算法技术能够在手机影像系统中商用落地。
更新于 2024-04-30
社招5年以上研发类
1.EIS算法开发与优化:设计并实现基于IMU传感器和视觉特征(如光流)的多传感器融合防抖算法,优化运动估计模型和帧间补偿算法(如网格变形、自适应裁剪),解决复杂场景下的防抖问题(如剧烈运动、低光照、运动模糊); 2.实时性与性能优化:将算法部署到嵌入式平台,优化计算延迟和内存占用,使用NEON指令集、GPU加速(OPENCL/VULKAN)或硬件加速(DSP/NPU)提升实时性; 3.画质增强与协同处理:与ISP团队协作,优化端到端成像流水线; 4.技术预研与创新:跟踪学术界和工业界最新进展(如基于深度学习的EIS)。