Face Detection with OpenCV
Offered By: Kevin McAleer via YouTube
Course Description
Overview
Learn face detection using OpenCV and Python in this comprehensive tutorial. Discover how to install OpenCV on a Raspberry Pi Zero, explore the fundamentals of object detection and artificial intelligence with neural networks, and gain insights into the SMARS Quad robot project. Dive into pixel grids, color grids, training data, weights, and Euler's number. Follow along with practical demonstrations, including measuring camera parameters and testing OpenCV. Explore additional topics such as TensorFlow, Voice Hat, and other add-ons. Access supplementary materials, including a free OpenCV cheatsheet, Keynote presentation, and sample code, to enhance your learning experience.
Syllabus
Intro
How does OpenCV work
Pixel Grid
Color Grid
Neural Network
Training Data
Weights
Eulers Number
Recap
Installing OpenCV
Testing OpenCV
OpenCV Cheat Sheet
Measuring the Camera
Tensorflow
Voice Hat
Addons
Taught by
Kevin McAleer
Related Courses
Introduction to Artificial IntelligenceStanford University via Udacity Probabilistic Graphical Models 1: Representation
Stanford University via Coursera Artificial Intelligence for Robotics
Stanford University via Udacity Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent