Displaying 115 resources

AI4Media Workshop on GANs for Media Content Generation

Generative Adversarial Networks (GANs) are part of the cutting edge in recent machine learning research.
Category
Data for AI
Source
AI-OnDemand

Introduction to Multiple Drone Systems

This lecture will provide the general context for this new and emerging topic, presenting the aims of multiple drone systems, focusing on their sensing and perception. Drone mission formalization, planning and control will be overviewed.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Robust Statistics

This lecture overviews Robust Statistics that has many applications in Data Analytics and Digital Signal Processing and Analysis. It covers the following topics in detail: Outliers.
Category
Data for AI
Source
AI-OnDemand

Robot and Drone Swarms

This lecture overviews Robot and Drone Swarms that has many applications in autonomous systems: cars/drones.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Pedestrian Detection

This lecture overviews Pedestrian Detection  that has many applications in autonomous car vision and smart city applications.
Category
Data for AI, Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Fast 1D Convolution Algorithms

1D convolutions are extensively used in digital signal processing (filtering/denoising) and analysis (also through CNNs).  As their computational complexity is of the order O(N^2), their fast execution is a must. This lecture will overview
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand