Displaying 199 resources

1D Convolutional Neural Networks

This lecture overviews 1D Convolutional Neural Networks that has many applications in 1D signal analysis.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Road Condition Assessment

This lecture overviews Road Condition Assessment   that has many applications in autonomous car perception and smart city management. It covers the following topics in detail:
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Human Action Recognition

This lecture overviews Human Action Recognition (HAR) that has many applications in semantic video content description, indexing, retrieval, video surveillance and Human – Computer Interaction (HCI).
Category
Recommendations towards policy changes
Source
AI-OnDemand

Recommendation Systems

This lecture overviews Recommendation Systems that has many applications in Web Science, Marketing and Social Media Analytics. It covers the following topics in detail: Content Based Filtering.
Category
Recommendations towards policy changes
Source
AI-OnDemand

Artificial Neural Networks. Perceptron

This lecture will cover the basic concepts of Artificial Neural Networks (ANNs): Biological neural models, Perceptron, Activation functions, Loss types, Steepest Gradient Descent, On-line Perceptron training, Batch Perceptron training.
Category
Data for AI
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