vivo图像算法工程师(AI方向)-实习
实习兼职地点:杭州 | 南京状态:招聘
任职要求
1、本科及以上学历,计算机相关专业;掌握计算机视觉算法基础理论知识; 2、较强的算法实现能力,熟练掌握至少一种编程语言:C/C++、Python、Java、Matlab; 3、熟练掌握至少一种深度学习平台:Tensorflow、Caffe、PyTorch、Keras; 4、有责任心,沟通能力佳,抗压能力强,表达能力出众; 5、优选条件: (1)具备图像处理领域项目经验者优先,例如:人脸识别、物体检测、图像分类、图像搜索; (2)熟悉Android系统开发和架构,并有图像算法在手机终端的移植优化经验者优先; (3)具备创新思维,发表高质量论文者优先,在相关国际比赛获奖者优先。
工作职责
vivo AI研究院致力于研发业界领先的人工智能技术,通过AI技术创新持续为全球5亿+vivo用户创造极致惊喜的产品。 在这里, 你将有机会参与:计算机视觉、语音技术、自然语言处理(NLP)等前沿领域的算法研究和应用落地; 你将有机会学习:数据挖掘、机器学习、深度学习、强化学习等前沿技术在移动终端和云端的创新应用; 你将有机会探索:推荐系统、智能搜索、计算广告、用户画像、知识图谱等AI应用技术; 你将有机会接触:多达PB级的海量大数据,大规模高并发的工程技术、千万量级用户的AI产品; 你将是vivo AI研究院的重要一员; 你将与我们一起专注于: 1、利用计算机视觉和深度学习技术进行图像/视频相关的算法设计、开发和调优工作; 2、负责图像检测、图像分类、图像分割、3D/AR、人脸识别、图像/视频搜索、OCR等算法的研究和应用; 3、跟进计算机视觉前沿算法和技术,推动计算机视觉算法在实际应用场景的性能优化和落地。
包括英文材料
学历+
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.
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/
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.
Java+
https://www.youtube.com/watch?v=eIrMbAQSU34
Master Java – a must-have language for software development, Android apps, and more! ☕️ This beginner-friendly course takes you from basics to real coding skills.
MATLAB+
https://matlabacademy.mathworks.com/?page=1&sort=featured
Learn MATLAB and Simulink through interactive, in-product exercises
https://www.mathworks.com/help/matlab/getting-started-with-matlab.html
Millions of engineers and scientists worldwide use MATLAB® to analyze and design the systems and products transforming our world.
https://www.youtube.com/watch?v=7f50sQYjNRA
Learn the fundametnals of MATLAB in this tutorial for engineers, scientists, and students.
深度学习+
https://d2l.ai/
Interactive deep learning book with code, math, and discussions.
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.
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.
Keras+
https://keras.io/getting_started/intro_to_keras_for_engineers/
Keras 3 is a deep learning framework works with TensorFlow, JAX, and PyTorch interchangeably.
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!
Android+
https://roadmap.sh/android
Step by step guide to becoming an Android developer .
https://www.youtube.com/playlist?list=PLQkwcJG4YTCSVDhww92llY3CAnc_vUhsm
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