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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 -
HRNet for Human Pose EstimationHigh-resolution neural network for accurate keypoint detection in human pose estimation tasks.
Industrial Safety Surveillance -
Anti-SpoofingDeep learning model to detect presentation attacks in biometric systems, enhancing security against spoofing attempts.
Surveillance Security -
Image Super ResolutionDeep learning system to upscale and enhance low-resolution images while preserving fine details.
Surveillance -
Face ID + EdgeImpulseA lightweight face recognition solution leveraging Edge Impulse’s FOMO model, designed for fast, accurate deployment on edge devices in industrial environments.
Surveillance -
YAMNet – Training ExperienceA training pipeline for customizing YAMNet to recognize new environmental or industrial sounds.
Security -
Speaker Identification with ECAPA-TDNNRobust speaker ID/verification using ECAPA-TDNN embeddings for secure, personalized HMI and analytics.
Surveillance -
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 -
Land-Cover Change DetectionAutomated detection and mapping of land-cover changes from satellite or aerial imagery for environmental monitoring and urban planning.
Surveillance Image Processing -
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