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
Inspired from Prabodh Tripathi’s blog post