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Scene Text Detection – Light ModelLightweight OCR application that detects and reads text in images using a faster, lower-resource model designed for embedded and edge devices.
Quality Control -
PCB Defect DetectionSpecialized AI-based vision system for detecting surface and structural defects on printed circuit boards (PCBs) during manufacturing inspection.
Quality Control -
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 -
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 -
ResNet – Training Experience on DeviceOn-device fine-tuning/validation of ResNet classifiers—customize without cloud dependency.
Quality Control -
Object Detection – Vending MachineAI-based detection for product recognition and user interaction in smart vending systems.
Smart Vending -
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