Displaying 273 resources

Digital Images

This lecture overviews digital image coordinate systems and their mathematical representations (vectors, matrices). Memory allocation issues are presented. Elementary digital image processing and geometrical transformations operations are explained.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Sparks of Artificial General Intelligence: Early experiments with GPT-4

Artificial intelligence (AI) researchers have been developing and refining large language models (LLMs) that exhibit remarkable capabilities across a variety of domains and tasks, challenging our understanding of learning and cognition.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Statistical Detection

This lecture overviews Statistical Detection that has many applications in Machine Learning, Signal Analysis and Statistical Communications.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Cinematography Issues in Sports Filming

This lecture overviews Cinematography Issues in Sports Filming that has many applications in digital media and TV productions.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Toward efficient and safe intelligent aerial robotics and aerial manipulation

This resource corresponds to 8th video from the AI Excellence Lecture Series. Delve into the cutting-edge world of intelligent aerial robotics.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Introduction to UAV Multicopters

This lecture overviews Introduction to UAV Multicopters that has many applications in autonomous drones.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Introduction to Tropical Geometry and its Applications to Machine Learning

Tropical geometry is a relatively recent field in mathematics and computer science combining elements of algebraic geometry and polyhedral geometry.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Large Language Models, ChatGPT and University Education

This lecture overviews the impact of the Large Language Models, particularly of ChatGPT language model in Education, e.g., in Universities. First it present the ChatGPT transformer structure and ChatGPT training.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Decision Surfaces. Support Vector Machines

This lecture overviews Decision Surfaces and, in particular, Support Vector Machines that have many applications in Machine Learning and Pattern Recognition. It covers the following topics in detail: Decision surfaces. Hyperplanes.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Algebraic Graph Analysis

This lecture overviews Algebraic Graph Analysis that has many applications in Network Theory, Web Science and Social Media Analytics. It covers the following topics in detail: Graph Basics.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Video Digitization

This lecture overviews   Video Digitization that has many applications in digital video and TV. It covers the following topics in detail: Video scanning and sampling. 3D data types (Digital video signal, volumetric images).
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Image and Shape Compression

This lecture overviews 3D Image and Shape Compression hat has many applications in stereo imaging, cinema and 3D TV.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand