Fostering AI-Fuelled Technologies to Fuse and Analyse Sensorial Knowledge for Causal Civilian Situational Awareness and Decision-Making
The vision of CYGNUS is to develop a bouquet of big data and AI services that put the human-in-the-loop to sense, harvest, harmonize, and aggregate, sensor data, train AI models to detect entities and patterns, and reduce the analysis load performed by human operators through scalable big data processing methods and Explainable AI (XAI).
Key points
Real-Time Analysis
Real-time object segmentation, detection and classification using Convolutional Neural Networks (CNNs) and YOLO Models with Confidence Score.
AI Algorithms
Behavioural pattern mining and prediction using Reinforcement Learning (RL) designed Long Short-Term Memory (LSTM), RL-CNN and Recurrent Neural Network (RNN) models and Variational Autoencoders.
XAI methods
Justified predictions on objects, patterns and events with XAI methods extended with a Probability Score (+2 Likert scale) to let human operators interpret the AI models decision paths.
M/O Optimisation Solver
Multi-Objectives (M/O) Optimisation Solver for Causal AI to derive cause-and-effect relationships and enable autonomous actions.
Pillars
Human-in-the-Loop with boosted AI explainability, trustworthiness and transparency
Flexible edge and cloud deployments for “almost-zero latency”, smart placement and high-computational capabilities
Accelerated AI automation concept thorough greener and more precise AI models with Probability Scores, increased true positives, adversarial robustness, autonomous and scalable federated learning
AI-specific KPIs validation concept via the M/O Optimisation Solver to derive cause-and-effect relationships, prescribe actions more effectively and act more autonomously
News
Cygnus at IEEE Big Data Conference 2024 – A Milestone in Responsible AI for Civilian and Environmental Protection
Between December 15-18, 2024, the IEEE Big Data Conference took place in Washington, DC, USA,...
Cygnus Podcast Episode 1: Unlocking Innovation: Inside Acceligence’s Drive in Cygnus
The first podcast of Cygnus is live! Join us for an exicting journey with Mr. Andreas Lefkatis,...
Exploring Unmanned Aerial Vehicles (UAVs) in Diverse Civilian Applications and Validating Their Impact through the CYGNUS Project
A few months ago, the CYGNUS project embarked on a journey of innovation with one of the primary...
CYGNUS Project Kick-off!
The CYGNUS project was successfully kicked-off online on June 22, 2023. During the meeting, the...
Partners
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