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YAMNet for Environmental Sound ClassificationReal-time environmental sound classifier optimized for low-power edge devices using MobileNet v1.
Forecasting Operational Optimization -
Time Series Anomaly Detection with Isolation ForestLightweight anomaly detector for time series data using Isolation Forest, designed for edge environments.
Forecasting Operational Optimization -
Anti-SpoofingDetects face presentation attacks and verifies liveness from RGB images to strengthen biometric authentication systems..
Surveillance Security -
YAMNet – Training ExperienceA training pipeline for customizing YAMNet to recognize new environmental or industrial sounds.
Security -
Hand Gesture RecognitionRecognizes hand gestures over time to enable touchless human–machine interaction on edge devices.
Security -
Mini Agent on the EdgeLightweight on-device AI agent for natural interaction and local decision-making without cloud.
LLM -
Forecast – Settlement Predictions for TBMPredicts ground settlement around tunnel boring operations using geotechnical and TBM operational data.
Security -
Object Detection – Vending MachineDetects products in smart vending environments to support automated product recognition and inventory workflows.
Smart Vending -
Human Fall DetectionAI vision application to detect human falls in real time for safety, elderly care, and industrial risk monitoring.
Industrial Safety Industrial Surveillance Surveillance Security -
Face ID – Training ExperienceGuided training environment for creating and preparing custom Face Recognition models, with optimized deployment and inference on SECO hardware.
Security Facial Recognition Model Training -
Wave2Vec – Speech-to-TextTranscribes spoken audio into text using Wav2Vec2 for edge-based speech recognition applications.
LLM Audio Monitoring Feedback Reporting Industrial Noise -
Object Detection – Low Power on EdgeEnergy-efficient object detection optimized for edge platforms with power and thermal constraints.
Quality Control Industrial Safety Surveillance Security -
CREI - The Edge AI Accelerator for Intelligent Industrial Interconnectionby Concept ReplyBridging the Field and Digital: Universal Connectivity, Zero Latency, and On-Device Machine Learning for Industry 5.0.
Quality Control Predictive Maintenance Anomaly Detection Forecasting Operational Optimization