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Mini Agent on the EdgeLightweight on-device AI agent for natural interaction and local decision-making without cloud.
LLM -
ResNet – Training Experience on DeviceOn-device fine-tuning/validation of ResNet classifiers—customize without cloud dependency.
Quality Control -
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 -
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 -
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