Convolutional neural network web app trained to track our infant’s sleep schedule using our Google Nest camera.

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Deep Learningpythonflaskdata-sciencekerasbokeh
Overview

Machine Learning Sleep Schedule Tracker

What is it?

Convolutional neural network web app trained to track our infant’s sleep schedule using our Google Nest camera. Features include:

  • Graphical & tabular displays of recent bedtimes
  • Video feed with live prediction from the neural network
  • Data training interfaces for saving new data or correcting old data
  • Interactive plots for exploring the accuracy of various models

Demo

Home Page

HomePage (1)

Training Data

DataPage (0)

Models

ModelPage (2)

Automated Readings

ReadingsPage (2)

Owner
g-parki
Mechanical engineer who would rather play with computers.
g-parki
GitHub Repository
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