In this notebook I am going to implement YOLOV1 as described in the paper You Only Look Once. The goal is to replicate the model as described in the paper and in the process, understand the nuances of using Keras on a complex problem.
Tensorflow 2.0 comes with a set of pre-defined ready to use datasets. It is quite easy to use and is often handy when you are just playing around with new models.
Introduction Neural Networks are a specific set of machine learning algorithms that are inspired by biological neural networks and they have revolutionized machine learning. In simple terms, they are general function approximations, which can be applied to almost any machine learning problem about learning a complex mapping from the input to the output space.