Fake it ’till you make it
Every now and again things align so perfectly you can’t not do something. In the past I’ve dabbled with AI, searching for Lego bricks with limited success. I had recently discovered Unity’s Perception package for generating labelled synthetic “photo realistic” images for AI / deep learning I’m familiar with Unity…
Lego Location Detection Transfer Learning
In the weeks since my last post I have gained more knowledge of transfer learning and have started to implement it beyond object classification and into object location detection. Although it seems a simple evolution, I was surprised just how much more complicated and how much more pre & post…
Transfer Learning with Fast AI to find Lego
This project marks my first dive into deep learning. I have done a lot of data analysis in the past and even dabbled with Neural Networks using TensorFlow but limited these to networks considerably “shallower” than their “deep” cousins. With previous experiments I have had a relatively small quantity of…