vivo3D算法专家
社招全职5年以上研发类地点:杭州状态:招聘
任职要求
1. 硕士及以上学历,计算机/自动化/光电信息等相关专业,具备六年及以上相关专业经验; 2. 精通至少一种编程语言(C、C++、Python),且熟悉至少一种深度学习框架(Pytorch、Tensorflow); 3. 需符合如下要求之一: A)精通深度感知(单且深度估计、双目立体匹配、ToF深度处理)技术,具有五年及以上相关算法开发经验与深入体会; B)精通三维重建技术,具有五年及以上相关算法开发经验,且深入理解语义三维重建、3D-Room-Layout、NeRF或3D-Gaussian-Splatting; C)熟悉光照估计(Image-Based-Lighting)技术及应用,具有三年以上相关算法及应用开发经验。 4. 满足如下条件之一者优先考虑: A)具有移动终端空间感知技术(包括但不限于深度感知、三维重建、光照估计)的产品化经验者; B)近三年内,在CVPR/ECCV/ICCV发表空间感知技术相关论文者,或在计算机视觉挑战赛中获得名次者。
工作职责
1. 负责移动终端空间感知技术的难题攻关,包括但不限于深度感知、三维重建、光照估计; 2. 负责空间感知方向的前沿技术及应用研究,论证前沿技术产品化的可行性,进行技术方案的设计。
包括英文材料
学历+
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.
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.
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/
CVPR+
https://cvpr.thecvf.com/
ECCV+
https://eccv.ecva.net/
ECCV is the official event under the European Computer Vision Association and is biannual on even numbered years.
ICCV+
https://iccv.thecvf.com/
ICCV is the premier international computer vision event comprising the main conference and several co-located workshops and tutorials.
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.
相关职位
社招5年以上研发类
1. 核心技术攻关:主导基于视觉信息的3D内容生产,突破高质量内容、高效率生产等技术瓶颈; 2. 前沿技术的场景化探索:研究3D视觉方向(包含但不限于:三维重建与生成、新视角合成、空间感知)的前沿技术趋势,探索技术场景化的路径,结合业务需求孵化创新应用。
社招XYZ
1、探索空间智能领域前沿算法,掌握最新技术趋势 2、设计并实现大规模生成式AI算法在XR领域的应用,包括但不限于图像/视频生成、3d/4d内容生成 3、负责AIGC相关算法的优化和迭代,包含理解、生成、编辑等核心模块 4、参与团队合作,与团队共同解决空间智能在房产行业落地的技术问题
更新于 2025-02-19
社招3年以上研发类
1. 负责3D建模算法研究与应用,包括但不限于Gaussian Splatting建模,位姿估计,光照估计、可微渲染。 2. 研究AIGC算法在移动终端和3D建模算法中的算法研发,推动可控生成,画质增强,新视点生成等核心技术的探索。 3. 与工程、产品团队配合,推动团队成果的应用落地; 4. 带领实习生发表前沿学术论文,撰写专利等,推进技术进步。