Machine Vision GANs Deep Reinforcement Learning

This repository is home to the code that accompanies Machine Vision GANs Deep Reinforcement Learning series of video tutorials.

Curriculum

• Lesson 1: Orientation

• Lesson 2: Convolutional Neural Networks for Machine Vision

  • LeNet
  • AlexNet
  • VGGNet
  • Object Detection
  • Transfer Learning

• Lesson 3: Generative Adversarial Networks for Creativity

  • Cartoon-Drawing GAN

• Lesson 4: Deep Reinforcement Learning

• Lesson 5: Deep Q-Learning and Beyond

  • Cartpole Game-Playing DQN