AI Assets related to #Deep Learning
Asset Type
Dataset
Flood Master Database
The Aristotle University of Thessaloniki (hereinafter, AUTH) created the following dataset, entitled ‘Flood Master Database’, within the context of the project TEMA that was funded by the European Commission-European Union [Grant Agreement number: 1010930...
Asset Type
Dataset
Blaze Fire Classification – Segmentation Dataset
The Aristotle University of Thessaloniki (hereinafter, AUTH) created the following dataset, entitled ‘Blaze’, within the context of the project TEMA that was funded by the European Commission-European Union [Grant Agreement number: 101093003; start date: ...
Asset Type
As a Service
DeepTSF
A machine learning operations (MLOps) framework for time series forecasting
Asset Type
Docker container
Blueberry Row Detection
Deep learning algorithm for segmenting blueberry rows within orchards using UAV multispectral images. This work has been carried out in the scope of the H2020 FlexiGroBots project, which has been funded by the European Commission in the scope of its H...
Asset Type
Dataset
Mastodon posts dataset
The Aristotle University of Thessaloniki created the Mastodon posts dataset within the context of the project TEMA (Trusted Extremely Precise Mapping and Prediction for Emergency Management; Grant Agreement No. 101093003; Call: HORIZON-CL4-2022-DATA-01; T...
Asset Type
Dataset
MOBISERV-AIIA Database
Eating and Drinking Activity Recognition Database (MOBISERV-AIIA Database) was created in order to fulfill the need for a good benchmarking database for the evaluation of specialized meal intake (such as eating and drinking) activity recognition algorithm...
Asset Type
Dataset
AUTH UAV Gesture Dataset
The AUTH UAV Gesture Dataset (created by AUTH in the context of the “AERIAL-CORE” collaborative project, funded from the European Union’s Horizon 2020 research and innovation programme) contains videos depicting human subjects performing 6 classes of gest...
Asset Type
As a Service
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...
Asset Type
ML Model
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
Asset Type
As a Service
THRUST-4RESST
THRUST-4RESST is a multifunctional forest condition assessment tool that is based on AI-aided analytics of time-resolved satellite data
Asset Type
Docker container
AI-RON MAN Wildfire Hazard Risk Assessment - Pipeline
AI-RON MAN Wildfire Hazard Risk Assessment scheduled pipeline to continuously update Thermal Anomalies predictions
Education resources related to #Deep Learning
Short e-course on Cloud/Edge Computing for Deep Learning and Big Data Analytics
This short course on Cloud/Edge Computing for Deep Learning and Big Data Analytics provides a comprehensive overview and detailed presentation of advanced technologies utilized in distributed computational systems. Distributed computing plays a critical r...
Short course on Deep Learning and Computer Vision for Industrial Infrastructure Inspection
This short course on Deep Learning and Computer Vision for Industrial Infrastructure Inspection offers a comprehensive overview and in-depth presentation of various computer vision and deep learning challenges encountered during the inspection of industri...
From Cloud to Edge through Microservices
This short course on Big Data Analytics for Natural Disaster Management (NDM) provides a comprehensive overview and in-depth presentation of advanced technologies involved in the acquisition and analysis of Big Data for NDM. NDM can be greatly improved by...
Data Storytelling and Big Data value chain in Natural Disaster Management
This short course on Big Data Analytics for Natural Disaster Management (NDM) provides a comprehensive overview and in-depth presentation of advanced technologies involved in the acquisition and analysis of Big Data for NDM. NDM can be greatly improved by...
Deep Learning for Post-Earthquake Safety Evaluation of Masonry Buildings
This short course on Big Data Analytics for Natural Disaster Management (NDM) provides a comprehensive overview and in-depth presentation of advanced technologies involved in the acquisition and analysis of Big Data for NDM. NDM can be greatly improved by...
Short course on Big Data Analytics for Natural Disaster Management
This short course on Big Data Analytics for Natural Disaster Management (NDM) provides a comprehensive overview and in-depth presentation of advanced technologies involved in the acquisition and analysis of Big Data for NDM. NDM can be greatly improved by...
Transfer Learning Lecture
Nowadays, Artificial Intelligence, notably Advanced Machine Learning (ML) drives scientific and economic growth worldwide. They are essentially massive ‘learning by experience/examples’ systems. However, as our tasks and the world change, such systems sho...
Deep Reinforcement Learning Lecture
Nowadays, Artificial Intelligence, notably Advanced Machine Learning (ML) drives scientific and economic growth worldwide. They are essentially massive ‘learning by experience/examples’ systems. However, as our tasks and the world change, such systems sho...
From Statistical Methods to Deep Learning, Automatic Keyphrase Prediction: A Survey
Keyphrase prediction is a significant task in natural language processing that aims to generate concise phrases summarizing a document. Researchers have conducted extensive studies using statistical and deep learning methods, as well as incorporating exte...
Geometric deep learning
Geometric deep learning is an emerging field at the intersection of deep learning and graph theory, aimed at analyzing and processing structured data such as graphs, meshes, point clouds, and manifolds. Traditional deep learning models have primarily focu...
Advanced Deep Learning Module
Nowadays, Artificial Intelligence, notably Advanced Machine Learning (ML) drives scientific and economic growth worldwide. They are essentially massive ‘learning by experience/examples’ systems. However, as our tasks and the world change, such systems sho...
Neural Networks and Deep Learning Module
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...