Artificial Neural Networks

AI Assets related to #Artificial Neural Networks

As a Service

Automatic Detection of Broken Insulator Service for power line inspections [I-NERGY]

The project SuperPower 2.0 developed thanks to I-NERGY open calls has developed an AI tool for automatic detection of broken insulators using a YOLO architecture. The end-goal of the developed system is to be able to provide end clients (power line own...

ML Model

AI REGIO AI4CNC - A Federated Learning System Platform Development for CNCs

The AI4CNC experiment is designed to develop a Federated Learning System Platform for CNC machines to estimate tool wear through AI models and secure data sharing. The main objective is to use data from TEKNOPAR's CNC machines and sensors to estimate tool...

ML Model

Dysarthric speech ASR repository

Repository for training ASR models for dysarthic speech

ML Model

Deep Micro-Dictionary Learning and Coding Network

In Deep Micro-Dictionary Learning and Coding Networks fundamental convolutional layers are replaced by novel compound dictionary learning and coding layers.

Education resources related to #Artificial Neural Networks

CVML knowledge self-assessment

A list of questionnaires, created by AUTH, for PhD student knowledge assessment on AI-related topics (ML, CV, DL, etc.).

Introduction to Machine Learning Lecture

Nowadays, Artificial Intelligence drives scientific and economic growth worldwide. This is largely due to advances in Machine Learning (ML). Its applications span and revolutionize almost every human activity: -Autonomous Systems (cars, drones, vessels...

Human-Centered AI for Autonomous Vehicles Lecture

Autonomous Systems (AS) have nowadays a multitude of applications: -Autonomous Cars -Autonomous Drones -Autonomous Marine Systems (surface, underwater) -Autonomous Robots. In particular, Autonomous Cars and Autonomous Drones and Drone Swarms are ...

AI, System Complexity, Life, Intelligence and Environment

AI Science and Engineering is un upcoming scientific discipline that can fuse AI, brain and mind studies and social engineering in a new scientific discipline. It has huge impact on both our society and environment.

AI, System Complexity, Life, Intelligence and Environment

This lecture overviews the relation between matter and system complexity on one hand and Life, Intelligence and Environment on the other one.

Artificial Neural Networks. Perceptron Lecture

Nowadays, Artificial Intelligence drives scientific and economic growth worldwide. This is largely due to advances in Machine Learning (ML), notably in Deep Neural Networks (DNNs), which are essentially massive ‘learning by experience/examples’ systems. T...

AI in the Industry Tutorial - Part 04

A tutorial from the AI in the Industry course from University of Bologna, covering neural network based methods for anomaly detection

Machine Learning With Neural Networks

Course notes and Zoom lecture recording of a 4 hour tutorial on machine learning with Neural Networks presented at the Advanced Course on Artificial Intelligence, ACAI 2021, in October 2021.