Convolutional Networks

AI Assets related to #Convolutional Networks

Jupyter Notebook

AI REGIO Supervised Learning for Multivariant Time Series Forecasting

A Jupyter Notebook demo to demonstrate the partial content of FZI asset "Process integrated feedback management" which uses the historical multivariant time series data from a simulative robot manipulator to predict data in the future time steps based on ...

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 #Convolutional Networks

Convolutional Neural Networks 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...

Attention and Transformers Networks in Computer Vision Lecture

Our dream to make machines sense and perceive (notably see) comes true: nowadays Computer Vision enables diverse applications: -Autonomous Systems (cars, drones, vessels) Perception, -Robotics Perception and Control, -Intelligent Human-Machine Intera...

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.