instagram TSNE

TSNE visualization of instagram posts

t-SNE is a popular dimension reduction algorithm. Why not try to use it on instagram posts!

This notebook best work in Google Colab, and don’t forget to enable GPU from Edit -> Notebook Settings -> Hardware

I use Jonker-Volgenant algorithm to create a nice grid for instagram!

My instagram with Histogram t-SNE


1500 images of cats, dogs and bears using their histogram


Using their pretrained ImageNet features


Using both histogram and pretrained fetures


All the codes in this repo

Read the t-SNE pape, watch Van der Maaten’s Google Talk or check the examples on his blog

Inspired from Prabodh Tripathi’s blog post