Deep Learning Like a Viking - Building Convolutional Neural Networks with Keras

Explore the fascinating world of deep learning and Viking runes in this 45-minute conference talk from All Things Open 2022. Dive into the construction of Convolutional Neural Networks using Keras to recognize hand-written runes from the Younger Futhark alphabet. Learn how to build a web application with Flask and JavaScript that allows users to test the neural network's ability to identify hand-drawn runes. Gain insights into the workings of Convolutional Neural Networks, their implementation using Python and Keras, and their integration into applications. Discover the parallels between ancient Viking writing systems and modern machine learning challenges while acquiring practical skills in deep learning and web development.

Deep Learning Like a Viking: Building Convolutional Neural Networks with Keras - Guy Royse