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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 -
Object Detection – Vending MachineDetects products in smart vending environments to support automated product recognition and inventory workflows.
Smart Vending -
Facial Attribute DetectionDetects visible facial attributes such as eye closure, mask presence, eyeglasses, and sunglasses on edge devices.
Facial Recognition -
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 -
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