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00:00 Introduction: AI-Powered Hydration Reminders
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Classroom Contents
Validate Actions with Vision AI - Building a Web App for Real-Time Drinking Detection
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- 1 00:00 Introduction: AI-Powered Hydration Reminders
- 2 01:58 Demonstration: Hydrovisor - RF-DETR in a Web Browser
- 3 05:48 Background: Why Build the Hydrovisor App & Reviewing Open Source Tools
- 4 09:10 Parsing Actions for a Computer to Understand Them
- 5 17:37 Data Collection and Training a Custom Model to Recognize Cups
- 6 23:42 Validating Actions with AI in Industrial Settings - How Would You Start?
- 7 24:53 Deploying with Inference.js and Considerations for Edge Devices
- 8 28:34 Designing Computer Vision Solutions for Industrial Applications
- 9 36:30 Handling Latency and Re-Training the Model
- 10 40:49 Dataset Preparation Tips for Reducing False Positives
- 11 45:49 Conclusion
