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Notes @ The Essential AI
Welcome to Notes @ Essential AI
Computer Vision and Image Processing
Introduction and the Pinhole camera
CVIP-project-1
Image Transformations
Image Formation and Stereo Vision
How to rectify two cameras?
Image Features and Matching
Using scale as a feature for correspondence
Feature Matching
Image Filtering
Image Fourier Analysis
Reinforcement Learning
The Multi-Armed Bandit problem
Coding a simple (random) Multi-Armed Bandit Agent
A/B/n testing using online advertising scenario
Epsilon Greedy explained
Optimistic initial values
Markov Decision Processes Introduction
The Markov Property
Future Rewards and Value functions
The Bellman Equation
Index
