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.

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Ambiq AI Learning Series:
• Human Activity Recognition:    • Ambiq AI for IoT SoC: Human Activity ...  
• Intro to AI:    • Ambiq AI for IoT SoC: Intro to AI  
• Anomaly Detection:    • Ambiq AI for IoT SoC: Anomaly Detection  
• Heart Arrhythmia Analysis:    • Ambiq AI for IoT SoC: Heart Arrhythmi...  
• AI Optimization on Apollo:    • Video  

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Timestamp:
0:00 Introduction
0:16 Al Development and Deployment Toolchain
6:11 What is a Model Zoo?
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

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Ambiq AI for IoT SoC: Human Activity Recognition