Displaying 255 resources

The Machine Learning of Time: Past and Future

This resource corresponds to the 2nd video from the AI Excellence Lecture Series. Explore the evolution of machine learning in understanding and harnessing the concept of time.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Multiple Drone Mission Planning and Control

In this lecture, first the audiovisual shooting mission is formally defined.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Attention and Transformers Networks in Computer Vision

In this lecture focused on Transformers in the field of computer vision, the limitations of Convolutional Neural Networks (CNNs) are emphasized.
Category
Data for AI, Systems, methodologies, hardware, and tools
Source
AI-OnDemand
Other Other

AUTH UAV Gesture Dataset

AUTH has created the "AUTH UAV Gesture Dataset" in the context of the “AERIAL-CORE” collaborative project, funded from the European Union's Horizon 2020 research and innovation programme.
Category
Data for AI, Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

Graph-Based Pattern Recognition

This lecture overviews Graph-Based Pattern Recognition that has many applications in data clustering and dimensionality reduction.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

AI Science and Engineering and its Impact on the Society

This CVML Web Module focuses on the “Introduction to AI Science and Engineering and its impact on the society and Environment”. It is ideal for personnel upskilling and reskilling on AI. The Module content can be configured on demand.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Facial Feature Detection

This lecture overviews Facial Feature Detection that has many applications in Human-centered Computing, Image and Video Analysis and Social Media Analytics. It covers the following topics in detail: Face Description Models (FDP/FAP, CANDIDE).
Category
Recommendations towards policy changes
Source
AI-OnDemand

2D Medical Image Acquisition

This lecture overviews 2D Medical Image Acquisition that has many applications in Medical diagnosis and treatment, as well as in Biology, Biomedical Engineering and Dentistry.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Socially Informed ML Practices

A series of three posts on “Is data fixable? On the need of socially-informed practices in ML research and education”.
Category
Systems, methodologies, hardware, and tools
Source
AI-OnDemand

Web Search based on Ranking

This lecture overviews Web Search based on Ranking that has many applications in Web Science and Social Media Analytics. It covers the following topics in detail: Architecture of Web Search Engine: Crawler, Indexer, Query Processor.
Category
Systems, methodologies, hardware, and tools, Recommendations towards policy changes
Source
AI-OnDemand

e-Symposium 2023: AI and Computational Politics

Computational Politics refers to the application of Information Technologies (IT), including Data Analytics, Artificial Intelligence (AI), and Systems Theory (Cybernetics) in the realm of politics and Political Science.
Category
Recommendations towards policy changes
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