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Face Recognition for Industrial HMISecure face recognition HMI system for personalized user access in industrial environments.
Industrial Safety Industrial Surveillance -
Machine Alert Assistance with Operator RecognitionHMI system that uses AI to recognize operators during alerts and show personalized troubleshooting instructions.
Industrial Safety Surveillance -
Emergency Safety Control via Audio DetectionDetects critical alarm sounds (e.g., fire alarms) and triggers immediate machine shutdown for safety compliance.
Industrial Safety Surveillance -
People CounterLightweight real-time people counting model based on quantized YOLOX, optimized for edge devices using LiteRT (TensorFlow Lite) .
Industrial Safety Surveillance -
PoseNet for Multi-Person Pose DetectionLightweight and quantized PoseNet model for real-time multi-person pose estimation on edge hardware.
Industrial Safety Surveillance -
MiDaS for Monocular Depth EstimationEfficient single-camera depth estimation using quantized MiDaS v2 model optimized for edge AI deployment.
Predictive Maintenance Anomaly Detection -
HRNet for Human Pose EstimationHigh-resolution neural network for accurate keypoint detection in human pose estimation tasks.
Industrial Safety Surveillance -
Time Series Forecast for Electricity ConsumptionNeural network model for forecasting household electricity consumption using historical time series data.
Predictive Maintenance Anomaly Detection -
Anti-SpoofingDeep learning model to detect presentation attacks in biometric systems, enhancing security against spoofing attempts.
Surveillance Security -
YAMNet – Training ExperienceA training pipeline for customizing YAMNet to recognize new environmental or industrial sounds.
Security -
Hand Gesture RecognitionDeep-learning gesture recognition for touchless HMI in dynamic environments.
Security -
Forecast – Settlement Predictions for TBMPredictive modeling for TBM settlement to enhance safety and planning in tunneling projects.
Security -
Object Detection – Vending MachineAI-based detection for product recognition and user interaction in smart vending systems.
Smart Vending -
Object Detection – Low Power on EdgeEnergy-efficient, real-time object detection optimized for low-power edge devices with strict battery and thermal constraints.
Quality Control Industrial Safety Surveillance -
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 -
Video Action RecognitionDeep learning solution that classifies human actions in video streams for workflow analysis and operational safety.
Quality Control Industrial Safety Industrial Surveillance Surveillance Emotion 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 -
Object Detection – Low Power on Edge
Energy-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