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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 -
Speech-to-Text – Whisper TensorFlowSpeech recognition model for transcribing spoken language into text .
NLP Audio Monitoring -
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 -
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