Computer Vision Engineer 职业准备

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Computer Vision Engineer

机器学习工程师

硬实力:必须熟悉影像处理/电脑视觉演算法,能熟练运用C/C++、Java、Python等程式语言撰写,使电脑能够准确分析图像的程式

软实力:需要有能力随时修改程式上出现的问题,并且能准确运用,或者找到合适的datasset来执行, 替考演算法。 同时,团队合作和沟通能力都是非常重要的,毕竟一个项目不是由单一工程师来执行的。

Companies: Google, Microsoft, Amazon, Facebook, NVIDIA

机器学习工程师所需的专业

Computer Science, Electrical Engineer

相关课程

CSE 455:Computer Vision (4)

CEE 291:Introduction To AutoCAD For Civil Engineers

EE 421:Quantum Mechanics for Engineers

可阅读的书籍及资料

- Multiple View Geometry in Computer VisionByRichard Hartley Andrew Zisserman(Engineering Library)

- Computer Vision: Principles, Algorithms, Applications, LearningBy E.R.Davies

- Computer Vision: Models, Learning, and InferenceBy Dr. Simon J.D. Prince(Engineering Library)

- Computer Vision: Algorithms and Applications (Texts in Computer Science), By Richard Szeliski

专业相关program/internship

1. Computer Vision Research Engineer (Summer Intern) at Samsung in California

2. Intern-Algorithm Engineer(Computer Vision) at Alibaba Group in China (summer)[More can be founded at handshake.com]

3. UW Reality Lab

4. Online courses from organizations like Coursera and Udacity, come with certificates

5. GRAIL, the Graphics and Imaging Laboratory of UW

How to becomea computer vision engineer?

1. Bachelor degree is fine, butMDorPhDis strongly recommended

2. Deep knowledge of3D Geometryand3D models/images

3. Strong knowledge ofC++ and Python

4. Somework experience(at least one, more are better); internships are essential if full-time work is not realistic so far

5.Communication skills

Real person example:

Ed Walker(Perception Engineer at Waymo)

Education:

Bachelor of Science - Computer Science at Princeton University

Experience:

Software Engineer at PlaceIQ

Software Engineer at Google

Computer Vision Engineer at Built Robotics

Perception Engineer

Approved Ability:

Java, C, C++, Amazon Web Services, Python, Objective-C, Ruby

(只需要点击微信栏下方 “

About UBAA

U Business & Academic Association

(华盛顿大学商业与学术交流协会),成立于2015年,是一个以学术和商务为主要社团文化的新型非营利性学生组织。

UBAA致力于积极开展各类学术和商务活动,志在为广大学生提供更有效更有针对性的学习社群

旨在帮助华盛顿大学学生提供未来职业发展所需的技能,培养学生足够的硬实力和软实力。给学生们提供深入发展各类学术知识研究的平台,收集校内外各种学术资源

我们愿意且期待着结识更多志同道合的朋友,也相信UBAA会日益拓展和成为更广阔更专业的互动平台。

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  • 原文链接https://kuaibao.qq.com/s/20181110G08ONO00?refer=cp_1026
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