Ambiq AI Human Activity Recognition
The AI Learning Series is presented by Ambiq's Vice President of Artificial Intelligence, Carlos Morales. This episode's topic is "Human Activity Recognition," featuring Rohan Kakulawaram. Subscribe to our Newsletter: https://ambiq.com/news-events Ambiq AI Learning Series: • Human Activity Recognition: • Ambiq AI Human Activity Recognition • Intro to AI: • Ambiq Intro to AI • Anomaly Detection: • Ambiq AI for Anomaly Detection • Heart Arrhythmia Analysis: • Ambiq AI Heart Arrhythmia Analysis • AI Optimization on Apollo: • Video Follow Us: • LinkedIn: / ambiqmicro • Facebook: / ambiqmicro • Instagram: / ambiq_ai • X: https://x.com/Ambiq_AI About Us: https://ambiq.com/ Timestamp: 0:00 Introduction 0:16 Al Development and Deployment Toolchain 6:11 What is a ModelZoo? 9:45 How Does Apollo4 Compare? 12:38 The Task at Hand 13:03 Dataset/Data Pre-Processing 16:20 Model Structure 20:19 Quantization and Deployment 22:32 Integrating MPU-6050 23:27 Fine-Tuning Model/Model on Live Data 24:28 Future Priorities #Ambiq_AI #edgeAI #semiconductors #edge #SoC #UnitedStates #Human #Activity #artificialintelligenceconference Ambiq AI Human Activity Recognition
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