In 2017 I worked at Lab41 on Project Pelops, a neural network for identifying cars from traffic cameras. I wrote several articles about the project for the company blog, Gab41. Lab41 has kindly given me permission to host the articles here. You can find them below:
Matching the same object across separate images is tough, but Siamese networks can learn to do it pretty well! Read on for details.
Finding objects in images can be hard if you have only a little data. In this post I examine a few approaches that work with few training examples!