TensorFlow
2019
October
TensorFlow for Tears (Or: Can Neural Networks Make Me a Better Parent?) - Part 3
Over a year ago, I wrote a couple of blog posts about how I trained a TensorFlow model on audio clips of my crying baby so I could get some insights into his sleep patterns and behavior. I distilled this experience into a PyGotham talk titled "Can Neural Networks Make Me a Better Parent?" and it reflects some extra maturity in my machine learning knowledge, as well as some hard-won parenting wisdom and experience.
2018
August
Tensorflow for Tears: Part 2
In which we train an TensorFlow model with the tears of my little one, then deploy it on a Raspberry Pi.
March
TensorFlow For Tears: Part 1
How do you deal with the travails of colic and new parenthood? You plunge yourself into an ML project, of course. Here, we discuss a naive solution to detecting baby cries via an onboard microphone on a Raspberry Pi.