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Creates image snippets from page images of historic newspaper pages, processes those snippets to prepare them for feature extraction, extracts feature values, and then determines if an image snippets contains poetic content using a Multilayer Perception Artificial Neural Network trained on feature values.
Checks accuracy of classifier based on comparison of ground truth data sets and neural network classification data sets. Written in C#.NET 2.0.
Script to download images from Chronicling America