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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 -
Object detection with RF-DETRAdvanced transformer-based detector optimized for accurate, real-time edge performance on SECO platforms.
Quality Control -
Hand Gesture RecognitionDeep-learning gesture recognition for touchless HMI in dynamic environments.
Security -
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