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freeCodeCamp

Advanced Computer Vision with Python - Full Course

via freeCodeCamp

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Overview

This course on advanced computer vision with Python aims to teach state-of-the-art techniques through the development of five projects using libraries like OpenCV and Mediapipe. By the end of the course, learners will be able to build computer vision applications such as gesture volume control, finger counter, AI personal trainer, AI virtual painter, and AI virtual mouse. The course is designed for individuals looking to enhance their computer vision skills and proficiency in Python programming.

Syllabus

Intro .
Chapter 1 - Hand Tracking - Basics .
Chapter 1 - Hand Tracking - Module.
Chapter 2 - Pose Estimation - Basics.
Chapter 2 - Pose Estimation - Module.
Chapter 3 - Face Detection - Basics.
Chapter 3 - Face Detection - Module.
Chapter 4 - Face Mesh - Basics.
Chapter 4 - Face Mesh - Module.
Project 1 - Gesture Volume Control.
Project 2 - Finger Counter.
Project 3 - AI Personal Trainer.
Project 4 - AI Virtual Painter.
Project 5 - AI Virtual Mouse.

Taught by

freeCodeCamp.org

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