Machine Learning Baby Monitor Sleep Schedule
Convolutional neural network trained to track our infant’s sleep schedule using our Google Nest camera. This project is wrapped in a Flask web app to provide:
- Live video feed
- Live prediction from the neural network
- UI for classifying new training data
- Interactive plots for exploring the various models I've tried
Demo
What's the status, and what's next?
The web app is private (for obvious privacy concerns). I'm happy with the accuracy of the recent model, so next I'll be setting up a database to record automatic readings.
