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Object Detection – Vending MachineAI-based detection for product recognition and user interaction in smart vending systems.
Smart Vending -
Emotion RecognitionFacial emotion analysis for adaptive, personalized HMI experiences.
Emotion Recognition -
Facial Attribute DetectionEfficient edge analytics using Qualcomm HW to extract facial attributes for personalization and safety.
Facial Recognition -
Background Removal in Industrial FieldIndustrial image segmentation and background removal for visual inspection and automation.
Image Processing -
Audio Classification – Industrial Noise EnvironmentsAcoustic event detection for machinery monitoring and anomaly prevention in noisy industrial settings.
Industrial Noise -
Inception – Training ExperienceFlexible model training and validation experience with deployment and inference on SECO edge hardware.
Model Training -
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 -
Wave2Vec – Speech-to-TextHigh-accuracy speech transcription using Wave2Vec for industrial documentation, healthcare automation, and voice-controlled processes.
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