Sights of K’NOSSOS Chapter VI

Following the lowest geographical point in the adventure visited in Chapter V the penultimate section of the game features the great Assembly Hall of K’nossos as well as one of the lavish mansions situated in the living quarters of the Read the rest

K’NOSSOS Chapter V Assets Completed

As I sat down to write this update I checked the date – (almost) 23 August, which makes it three months to date since the last major update. That also makes this batch of assets the one we produced the Read the rest

Transfer Learning, Finding Learning Rate, and More

Training a neural network from scratch is unnecessary in a situation when pretrained models are readily available. This notebook showcases loading a pretrained model directly from pytorch.models subpackage, its subsequent re-training for the specific problem at hand, a method used Read the rest

Convolution Neural Network Image Classifier

Following the initial image classifier built using the feed-forward architecture the convolution neural networks are the next step on the quest of surpassing human-level accuracy. In essence, the nodes making up the layers of CNNs are not fully connected Read the rest

A Simple Feed-Forward Image Classifier

Recently I dared to make first steps into the exciting and vast world of deep learning, which was a near impossible endeavor prior to finding a proper textbook to gently guide me into the field. While the text and the Read the rest