Displaying 352 resources

Neural Speech Recognition

This lecture overviews Neural Speech Recognition is a special case of Automatic Speech Recognition (ASR), i.e., the transcription of speech to text that has many applications e.g., in call centers, dictation, meeting minutes creation, Smart assistant
Category
Data for AI, Recommendations towards policy changes
Source
AI-OnDemand

Image Transforms

This lecture overviews Image Transforms that are instrumental in image filtering, compression and power spectrum estimation.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Introduction to Signals and Systems

This lecture overviews Signals and Systems. 1D signals, 2D signals (images), 3D signals (videos, medical volumes) are presented. Multichannel signals come next.
Category
Data for AI, Recommendations towards policy changes
Source
AI-OnDemand

Geometry

This lecture overviews Geometry   that has many applications in Computer Vision and Machine Learning.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

LiDAR in Robotics and Autonomous Systems

This lecture overviews LiDAR principles and technology. Active 3D shape reconstruction methods. Time-of-Flight principle. Pulsed wave. Continuous-wave propagation. Laser ToF Technology: LiDAR.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Music Genre Recognition

This lecture overviews Music Genre Recognition that has many applications in the music industry and in the social/broadcasted media. It covers the following topics in detail: Audio Feature Extraction.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Video Indexing and Retrieval

This lecture overviews Video Indexing and Retrieval  that has many applications in video description, search,  retrieval and browsing.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Neural Semantic 3D World Modeling and Mapping

This lecture overviews neural semantic 3D world modeling and mapping  that has many applications in 3D world mapping and in attaching semantics to the world maps It covers the following topics in detail: neural disparity/depth estimation and joi
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Introduction to Video Processing and Analysis

This lecture overviews Video Processing and Analysis that has many applications in digital TV, video streaming, video conferencing and social media, to mention a few applications.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

3D Surface and Volume Rendering

This lecture overviews 3D Surface and Volume Rendering hat has many applications in 3D computer graphics, games, data visualization, simulators, Virtual Environments and media production.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Digital Image Restoration

This lecture overviews Digital Image Restoration that has many applications in scientific/medical imaging and in digital photography.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

AI Science and High School Mathematics

This lecture addresses the challenge to explain the AI science basics using only High school Mathematics. Luckily enough, it has been proven to be a successful and very interesting undertaking.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand