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research noteexperiment writeup candidatescore 20

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**What This Tests:** - ✅ Database creation and loading - ✅ Sample recording (15 samples with variations) - ✅ Template training with cross-validation - ✅ Gesture recognition with caching - ✅ Template export/import - ✅ Automatic backups - ✅ Data integrity (checksums)

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**What This Tests:** - ✅ Database creation and loading - ✅ Sample recording (15 samples with variations) - ✅ Template training with cross-validation - ✅ Gesture recognition with caching - ✅ Template export/import - ✅ Automatic backups - ✅ Data integrity (checksums) Install **Sensor Logger** app: - iOS: https://apps.apple.com/app/sensor-logger/id1531582925 - Android: https://play.google.com/store/apps/details?id=com.kelvin.sensorapp The script will display your computer's IP address. Configure phone app with: - Protocol: WebSocket - Host: `<displayed IP address>` - Port: 8765 Navigate through the menu: 1. **Recording Mode** - Capture training samples 2. **Practice Mode** - Test your gestures 3. **Review Mode** - View statistics 4. **Manage Templates** - Configure shortcuts 5. **Performance Dashboard** - Monitor metrics 1. Check phone and computer on same WiFi 2. Verify IP address in phone app 3. Check firewall allows port 8765 4. Try: `telnet <computer-ip> 8765`

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