Displaying 338 resources

Camera Geometry

After a brief introduction to image acquisition and light reflection, the building blocks of modern cameras will be surveyed, along with geometric camera modelling.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Probability Theory

This lecture overviews Probability Theory  that has many applications in a multitude of scientific and engineering disciplines, notably in Pattern Recognition and Machine Learning.
Category
Data for AI
Source
AI-OnDemand

The Silent (R)evolution of SAT

The Propositional Satisfiability problem (SAT) was the first to be shown NP-complete by Cook and Levin. SAT remained the embodiment of theoretical worst-case hardness.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Agent Systems

This lecture overviews Agent Systems that has many applications in multi-party behavior modeling.
Category
Data for AI, Systems, methodologies, hardware, and tools, Reasoning and decision-making Technologies
Source
AI-OnDemand

Drone Mission Simulations

This lecture overviews various drone mission simulator architectures, notably AirSim and Gazebo.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Natural Language Processing

This lecture overviews Natural Language Processing (NLP) that has many applications in text analytics, Linguistics, Machine translation and sentiment analysis.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand