   Python and Deep Learning with OpenCV 4培训

Introduction

What is AI

Computational Psychology
Computational Philosophy
Deep Learning

Artificial neural networks
Deep learning vs. machine learning
Preparing the Development Environment

Installing and configuring OpenCV
OpenCV 4 Quickstart

Viewing images
Using color channels
Viewing videos
Deep Learning Computer Vision

Using the DNN module
Working with with deep learning models
Using SSDs
Neural Networks

Using different training methods
Measuring performance
Convolutional Neural Networks

Training and designing CNNs
Building a CNN in Keras
Importing data
Saving, loading, and displaying a model
Classifiers

Building and training a classifier
Splitting data
Boosting accuracy of results and values
Summary and Conclusion