Displaying 273 resources

Understanding and mitigating bias in AI automated systems

“The AI community has been focusing on developing fixes for harmful bias and discrimination, through so-called ‘debiasing algorithms’ that either try to fix data for known or expected biases, or constrain the outcomes of a given predictive model to p
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

2D Object Detection and Tracking

This lecture overviews 2D Object Detection and Tracking that has many applications in autonomous car/drone vision (person, pedestrian, car tracking) and visual surveillance.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

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

2D Systems

This lecture overviews 2D Systems, as they are the primary tools for many image processing and analysis operations.  It covers the following topics in detail: Two-Dimensional Discrete LTI Systems. 2D convolutions. 2D correlation.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Display Technologies

This lecture overviews 3D image and video displays  that has many applications in stero vision, 3D cinema and 3D TV.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Introduction to Autonomous Systems

A fully autonomous system can: a) gain information about the environment, b) work for an extended period without human intervention, c) move either all or part of itself throughout its operating environment without human assistance and d) avoid situa
Category
Data for AI, Systems, methodologies, hardware, and tools, Reasoning and decision-making Technologies
Source
AI-OnDemand