Advanced Computer Vision with Python - Full Course

Full-length practical video course on applied computer vision in Python. It works through hand tracking, pose estimation, face detection and face mesh, first as basics and then packaged into reusable modules, before building five projects: gesture volume control, a finger counter, an AI personal trainer, an AI virtual painter and an AI virtual mouse. Intended for programmers with Python experience who want to build real-time vision applications.

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.