Posts

May 24, 2020 learnings convolution deep-learning
Speeding up Convolutions

Is convolution in the real world, ever performed, in the way we were taught in various courses ? Nopes, I don’t think so. Let’s explore one of the ways to optimize this heavy-computational operation using basic algorithmic cleverness.
May 10, 2020 learnings classification
Receiver Operating Characteristics(ROC) Curves

Starting earlier last year, I grew a strong curiosity for On-Device Deep Learning and spent some time reading about important terms that you might encounter when starting off in this field. This post and some upcoming posts will give you consolidated knowledge of the same.

Speeding up Convolutions Is convolution in the real world, ever performed, in the way we were taught in various courses ? Nopes, I don’t think so. Let’s explore one of the ways to optimize this heavy-computational operation using basic algorithmic cleverness.