Displaying 328 resources

Transfer Learning

This lecture overviews Transfer Learning (TL) that has many applications in DNN training and adaptation, Image Understanding, Text Mining, Activity Recognition, Bioinformatics, Transportation.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Continual Learning

This lecture overviews Continual Learning that has many applications in DNN training and adaptation.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Moving Image Perception

This lecture overviews Moving Image Perception  that has many applications in video acquisition, processing and coding. It covers the following topics in detail: Human Vision Modeling.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Few Shot Object Recognition

This lecture overviews Few Shot Object Recognition that has many applications in image classification, when few training data are available.  It covers the following topics in detail: Few-shot Image Learning definitions and methods.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Introduction to Cloud/edge computing

Cloud Computing during the time has gained concrete evidence to be a disruptive technology still in its full development. Many drawbacks of the Cloud have brought to improve many their crucial aspects, like performance, security and privacy, etc.
Category
Data for AI
Source
AI-OnDemand

Introduction to Containers with Docker

Lecture by Prof. Lorentzo Carnevale. Uploaded by Aristotle University of Thessaloniki. Link to video
Category
Data for AI
Source
AI-OnDemand