Integrative AI
Integrative AI often relies on combined models of multiple AI techniques and there are many ways to create those models and the algorithms that act on them.
AQQA - Air Quality Question Answering
AQQA was an AI4Copernicus micro-project, selected in the 5th round of open calls. It aimed to test a language-based interaction with air quality data by making use of linked geospatial data tools and the health bootstrapping service provided by the AI4Cop...
A toolbox of agents for scheduling the paint shop in bicycle industry
Modern manufacturing environments strive to support a great variety of products, driven by the large customization demand, while at the same time maintain low cost and fast response to the market. To cope with the challenging manufacturing requirements, o...
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 ...
Memory-based Multi-Source Meta-Learning (M3L)
A framework to train a generalizable model for unseen domains.
IEP-GAN: Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer
PyTorch implementation of Intrinsic-Extrinsic Preserved Generative Adversarial Network (IEP-GAN) for both intrinsic (i.e., shape) and extrinsic (i.e., pose) information preservation. Extrinsically, a co-occurrence discriminator is used to capture the stru...
THRUST-AID: Clearing Object Detection Model
THRUST-AID YOLOv8-based Clearing Object Detection model will help investigate the surroundings of the powerline based on RGB aerial data and indicate potential threats
AIRoutePlan
The project AIRoutePlan (i.e.: Artificial Intelligence for Route Planning) aims to develop a toolkit for solving a wide range of route planning problems of the logistics sector.
THRUST-AID: AI Diagnostics for aerial electricity grid inspections
THRUST-AID is an AI-powered automatic powerline defect detection tool, trained on extensive ultra-high resolution aerial imagery data selected from the entire Lithuania’s transmission network. The developed AI analytics software is able to identify high-r...