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HRNet for Human Pose EstimationHigh-resolution neural network for accurate keypoint detection in human pose estimation tasks.
Industrial Safety Surveillance -
Machine Alert Assistance with Operator RecognitionHMI system that uses AI to recognize operators during alerts and show personalized troubleshooting instructions.
Industrial Safety Surveillance -
Emergency Safety Control via Audio DetectionDetects critical alarm sounds (e.g., fire alarms) and triggers immediate machine shutdown for safety compliance.
Industrial Safety Surveillance -
Fitness Tracker – Time Series ClassificationReal-time activity recognition using motion sensor data from wearable fitness devices.
Time Series -
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 -
Sensor Forecast – Smart BuildingA time-series forecasting model designed to predict sensor data patterns in smart buildings, enabling proactive energy management and maintenance.
Time Series -
YAMNet – Training ExperienceA training pipeline for customizing YAMNet to recognize new environmental or industrial sounds.
Security -
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 -
Forecast – Settlement Predictions for TBMPredictive modeling for TBM settlement to enhance safety and planning in tunneling projects.
Security -
Emotion RecognitionFacial emotion analysis for adaptive, personalized HMI experiences.
Emotion Recognition