Displaying 338 resources

Interoperability with JSON-LD and NGSI-LD via Orion Context Broker

The short course aims to provide the foundation for understanding NGSI-LD Context Broker(s). The course will begin with a brief introduction to JSON-LD (JSON Linked Data) since it is the data format used by NGSI-LD.
Category
Data for AI
Source
AI-OnDemand

Video Production

This lecture overviews Video Production that has many applications in movie and TV productions. It covers the following topics in detail: Pre-Production.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Video Processing and Standards Conversion

This lecture Video Processing and Standards Conversion  that has many applications in video denoising, video interpolation and de-interlacing. It covers the following topics in detail: Continouous and discrete multidimensional signals.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Label Propagation

This lecture overviews Label Propagation that has many applications in pattern recognition (semi-supervised learning) and in the study of diffusion processes.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

AI Studies Survey

AI is a rapidly emerging field that has opened up new vistas of innovation and creativity. From intelligent systems to self-driving cars, AI has transformed the way we live and work.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Edge Detection

This lecture overviews Edge Detection that has many applications in image analysis, notably shape description and object recognition. It covers the following topics in detail: Edge detection using numerical differentiation or image statistics.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Geometric deep learning

Unlock the world of Geometric Learning and Graph Convolutional Networks (GCNs) in this comprehensive course designed to empower you with cutting-edge knowledge and practical skills.
Category
Data for AI
Source
AI-OnDemand

Continuous-time Signals and Systems

This lecture overviews continuous-time Signals and Systems topics. Continuous-time signals are presented: periodic signals, delta function, unit step signal, exponential signal, trigonometric signals, complex exponential signal.
Category
Data for AI, Recommendations towards policy changes
Source
AI-OnDemand

Special topics in Object Detection

This lecture overviews Special topics in Object Detection that has many applications in embedded computing and drone vision.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Image Perception

This lecture overviews Image Perception. This is very important to understand image quality issues and develop many appropriate image processing operations.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Autonomous Underwater Vessel Sensors

This lecture overviews Autonomous Underwater Vessel Perception that has many applications in Autonomous Underwater Vessel missions.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Robot Learning

The talk discusses the long-standing vision of creating autonomous robots capable of assisting humans in daily life. A crucial step toward this goal is enabling robots to learn tasks based on environmental cues or higher-level instructions.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand