Artificial Intelligence with Python - Deep Neural Networks [Video]
This course has been retired. Check out the alternatives below
-
What do you get with a Packt Subscription?
- Instant access to this title and 7,500+ eBooks & Videos
- Constantly updated with 100+ new titles each month
- Breadth and depth in over 1,000+ technologies
-
Object Detection and Tracking
- The Course Overview
- Installing OpenCV
- Frame Differencing
- Tracking Objects Using Colorspaces
- Object Tracking Using Background Subtraction
- Building an Object Tracker Using the CAMShift Algorithm
- Optical Flow Based Tracking
- Face Detection and Tracking
-
Artificial Neural Networks
- Introduction to Artificial Neural Networks
- Building a Perceptron Based Classifier
- Constructing Single and Multilayer Neural Networks
- Building a Vector Quantizer
- Analyzing Sequential Data Using Recurrent Neural Networks
- Visualizing Characters in an Optical Character Recognition Database
- Building an Optical Character Recognition Engine
-
Reinforcement Learning
- What Is Reinforcement Learning?
- Creating an Environment
- Building a Learning Agent
-
Deep Learning with Convolutional Neural Networks
- What are Convolutional Neural Networks?
- Building a Perceptron-Based Linear Regressor
- Building an Image Classifier Using a Single Layer Neural Network
- Building an Image Classifier Using a Convolutional Neural Network