This asset contains the notebook of the AI model developed in the EO4NOWCAST project, which allows to estimate a current Soil Moisture Map starting from two inputs: - The most recent NDMI map available from Copernicus - The cumulative rainfall map read more of Notebook of AI model to update Soil Moisture Map from Copernicus [EO4NOWCAST]

Agriculture productivity maps based on satellite images at the field level are revolutionizing the way farmers manage their crops. These maps provide detailed insights into the health and performance of individual fields, enabling farmers to make data-dri... read more of Satellite agriculture productivity index - SAPI - field level

This jupyter notebook is how a prediction system for heat energy demand was implemented in context of I-NERGY project. read more of I-NERGY Heat Forecasting

This jupyter notebook is how a prediction system for cold energy demand was implemented in context of I-NERGY project. read more of I-NERGY Cold Forecasting

This jupyter notebook is how a decision support system (DSS) was implemented in context of I-NERGY project. read more of I-NERGY Heat Decision

This jupyter notebook is how a decision support system (DSS) was implemented in context of I-NERGY project. read more of I-NERGY Cold Decision

This repository includes a jupyter notebook that presents a complete pipeline for: EDA on image data Data preparation and augmentation Deep learning (CNN) models development for image classification with TensorFlow Models evaluation Model interpret... read more of AI REGIO Quality control on production lines with Computer Vision and TinyML

A tailored Graph Neural Network architecture with Differential Privacy guarantees for both training and inference. read more of GAP: Differentially Private Graph Neural Networks with Aggregation Perturbation

In the project Super-power (I-NERGY Open Call I), FuVeX has developed Super-resolution algorithms to enhance the quality of the photos to inspect power lines. The execution of the algorithm is concentrated on the following line, which corresponds to t... read more of Super-resolution applied to power line inspection: Script

The AI4Demand project presents a short-term (daily or hourly) energy demand and consumption forecasting module using novel AI-based approaches where the cause-and-effect relations between energy data and externally influencing factors (energy and weather-... read more of Short-term Electricity Consumption and Demand Prediction (AI4Demand)