Computer vision roadmap | How to become a computer vision engineer

0:00 - Start
0:20 - Who am I?
0:46 - Video roadmap
01:28 - Skills: 4 modules
2:04 - Fundamentals
3:46 - Robotics / low level programming
7:38 - Artificial Intelligence
13:02 - Advanced module
16:36 - Computer vision skills summary
20:11 - Software skills
27:36 - College degrees
28:24 - Any questions

Here are some resources you can use in order to lean each one of the modules I mention in the video:

1. Fundamentals:

===== Python =====

Python course:    • Python Tutorial for Beginners - Learn Pyth...  

===== OpenCV =====

OpenCV course:    • OpenCV tutorial for beginners | FULL COURS...  

OpenCV projects:
Beginner:    • Computer vision beginner projects  
Intermediate:    • Computer vision intermediate projects  
Advanced:    • Computer vision advanced projects  

2. Robotics / Low level programing

===== Electronics (basics) =====

Arduino course:    • Arduino MASTERCLASS | Full Programming Wor...  

Arduino projects:
   • Arduino Coding for Beginners | How to Prog...  
   • How to make Robot Sumo  

Jetson AI Fundamentals Course:    • Jetson AI Fundamentals - S1E1 - First Time...  

LEGO Mindstorms EV3 course:    • LEGO Mindstorms EV3 - Building the Drive B...  

===== C++ =====

C++ course:    • C++ Full Course for free ⚡️  
OpenCV in C++:    • LEARN OPENCV C++ in 4 HOURS | Including 3x...  

3. Artificial intelligence

===== Machine learning (basics) =====

Machine learning course: https://www.coursera.org/specializati...
Scikit learn course:    • Scikit-Learn Course - Machine Learning in ...  

===== Mathematics (basics) =====

Graph theory:    • Graph theory full course for Beginners  
Probability & Statistics:    • Probability & Statistics (1 of 62) Introdu...  
Geometry:    • Geometry Lesson 1 - Points, Lines, and Planes  

4. Advanced

===== Mathematics (advanced) =====

Linear algebra:    • 2. Elimination with Matrices.  
Calculus:    • Calculus 1 Lecture 0.1:  Lines, Angle of I...  
Differential equations:    • Lec 1 | MIT 18.03 Differential Equations, ...  
Complex analysis:    • Complex Analysis 1 | Introduction  

===== Machine learning (advanced) =====
GANs course: https://www.coursera.org/specializati...

How to read a paper:
   • How To Read A Paper Quickly & Effectively ...  
   • How to Read and Summarize Research Papers ...  

Advanced machine learning lessons:    • Lecture 1: Introduction. Artificial Scient...  

===== Electronics (advanced) =====

Robotics competitions:
https://www.roboticseducation.org/tea...
https://www.firstinspires.org/robotic...
https://roboticsbiz.com/top-15-roboti...


#computervision #computervisionroadmap #machinelearningroadmap