BagNet – Solving ImageNet with a Simple Bag-of-features Model
Prior to 2012, most machine learning algorithms were statistical models which used hand-created features. The models were highly explainable and somewhat effective but failed to reach a high accuracy in many language and computer vision tasks. In 2012, AlexNet, a deep neural network model, won the 2012 ImageNet competition by a large margin, and ignited […]