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MiDaS for Monocular Depth EstimationEfficient single-camera depth estimation using quantized MiDaS v2 model optimized for edge AI deployment.
Predictive Maintenance Anomaly Detection -
Time Series Forecast for Electricity ConsumptionShort-term electricity consumption forecasting based on historical time-series data.
Predictive Maintenance Anomaly Detection -
YAMNet for Environmental Sound ClassificationReal-time environmental sound classifier optimized for low-power edge devices using MobileNet v1.
Forecasting Operational Optimization -
Time Series Anomaly Detection with Isolation ForestLightweight anomaly detector for time series data using Isolation Forest, designed for edge environments.
Forecasting Operational Optimization -
Fitness Tracker – Time Series ClassificationClassifies physical activities in real time from wearable motion sensor data.
Time Series -
Speech-to-Text – WhisperTranscribes spoken audio into text using the Whisper speech recognition model, optimized for edge inference.
NLP Audio Monitoring -
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