ADR Awareness Centre

After a brief introduction to image acquisition and light reflection, the building blocks of modern cameras will be surveyed, along with geometric camera modelling.

This lecture overviews Probability Theory  that has many applications in a multitude of scientific and engineering disciplines, notably in Pattern Recognition and Machine Learning.

The Propositional Satisfiability problem (SAT) was the first to be shown NP-complete by Cook and Levin. SAT remained the embodiment of theoretical worst-case hardness.

This lecture overviews Agent Systems that has many applications in multi-party behavior modeling.

This lecture overviews various drone mission simulator architectures, notably AirSim and Gazebo.

This lecture overviews Natural Language Processing (NLP) that has many applications in text analytics, Linguistics, Machine translation and sentiment analysis.

This lecture overviews Autonomous Underwater Vessels that has many applications in ocean engineering. It covers the following topics in detail: AUV technologies, sensors, communications, applications.

In today’s technological landscape, process automation has become a fundamental component for improving the efficiency and productivity of organizations.

This lecture overviews Set Theory that has many applications in Probability/Statistics, Machine Learning and Computer Vision.

This resource corresponds to 7th video from the AI Excellence Lecture Series. This video explores the fascinating realm of image and video generation through the lens of deep learning.

This lecture will cover the basic concepts of Machine Learning to alleviate inconsistencies towards concept and notation accuracy. Supervised, self-supervised, unsupervised, semi-supervised learning. Multi-task Machine Learning.

This lecture overviews Natural Selection simulation that has many applications in ecology and sociology studies.