Master Computer Vision OpenCV4 in Python with Deep Learning

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Overview

Master Open CV4 like a pro while learning Dlib, Deep Learning Computer Vision (Keras, Tensor Flow & Caffe) + 21 Projects! What you'll learn: Understand and use Open CV4 in Python How to use Deep Learning using Keras & Tensor Flow in Python Create Face Detectors & Recognizers and create your own advanced face swaps using DLIBObject Detection, Tracking and Motion Analysis Create Augmented Reality Apps Programming skills such as basic Python and Numpy How to use Computer Vision in...

Syllabus

Course Introduction and Setup
Basics of Computer Vision and OpenCV
Image Manipulations & Processing
Image Segmentation & Contours
Object Detection in OpenCV
Object Detection - Build a Face, People and Car/Vehicle Detectors
Augmented Reality (AR) - Facial Landmark Identification (Face Swaps)
Simple Machine Learning using OpenCV
Object Tracking & Motion Analysis
Computational Photography & Make a License Plate Reader
Conclusion
BONUS - Deep Learning Computer Vision 1 - Setup a Deep Learning Virtual Machine
BONUS - Deep Learning Computer Vision 2 - Introduction to Neural Networks
BONUS - Deep Learning Computer Vision 3 - Convolutional Neural Networks (CNNs)
BONUS - Deep Learning Computer Vision 4 - Build CNNs in Python using Keras
BONUS - Deep Learning Computer Vision 5 - Build a Cats vs Dogs Classifier
BONUS - Build a Credit Card Number Reader
BONUS - Neural Style Transfer with OpenCV
BONUS - Object Detection - Use SSDs (Single Shot Detector) for Detecting Objects
BONUS - Colorize Black and White Images