i want to learn computer vision

Welcome! I'm so excited to help you dive into the world of computer vision. It's one of the most active and rewarding areas of artificial intelligence right now.

Before we build our roadmap and start teaching machines how to "see", I want to make sure I tailor everything perfectly to your background so we don't go too fast or repeat things you already know.

To help me customize this path, what is your current experience level with Python programming and mathematics (like linear algebra)? Also, do you have a specific project, industry, or application in mind that you are hoping to build with Computer Vision?

I know basic Python but am new to math; I want to detect objects in videos.

It is great that you already have a foundation in Python! That is going to make this journey much smoother, and you do not need to worry about the math; we will build up those concepts (like arrays and matrices) incrementally as we need them, without getting bogged down in heavy theory upfront.

Your path

Image Processing Basics with OpenCV

Core Computer Vision Techniques

Deep Learning for Computer Vision

Advanced Topics and Projects

What is Computer Vision?

At its heart, is about teaching computers to interpret and understand visual data—like digital images and video streams—in the same way that we humans do naturally. While our eyes and brains instantly recognize a cat, a car, or a running child, a computer initially only sees a massive, flat grid of numbers representing color values. Our goal is to bridge that gap from raw numbers to meaningful understanding, transforming pixels into actionable information.