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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 -
Speech-to-Text – WhisperTranscribes spoken audio into text using the Whisper speech recognition model, optimized for edge inference.
NLP Audio Monitoring -
Mini Agent on the EdgeLightweight on-device AI agent for natural interaction and local decision-making without cloud.
LLM -
Video Action RecognitionClassifies human actions from video sequences to support activity understanding, workflow analysis, and safety applications.
Quality Control Industrial Safety Industrial Surveillance Surveillance Emotion Recognition -
Wave2Vec – Speech-to-TextTranscribes spoken audio into text using Wav2Vec2 for edge-based speech recognition applications.
LLM Audio Monitoring Feedback Reporting Industrial Noise -
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