Keras – Digital NK

Machine Learning and the Bane of Romanization

An attempt to develop a quick and dirty method to automatically transliterate Korean using the McCune-Reischauer system with NLP, neural networks and character level sequence to sequence models. 0. IntroductionI […]

BenJanuary 2, 2018Conditional Random Fields, Hangul, Keras, Machine Learning, McCune-Reischauer, Natural Language Processing, Neural Networks, Python, RNN, Romanization, Sequence-to-Sequence, Unicode

Gender Distribution in North Korean Posters with Convolutional Neural Networks

A brief analysis of gender distribution in visual representations of everyday life in North Korea using facial recognition algorithms and transfer learning applied to convolutional neural networks. 1. The DataA […]

BenSeptember 30, 2017Computer Vision, Data Visualization, Deep Learning, Face detection, Gender, Keras, Leiden University, Natural Language Processing, Neural Network, OpenCV, Posters, Python, Text mining, Transfer Learning, Visual Arts