Awesome

img-classify

This repository contains code and examples that demonstrate the ability for artificial neural networks to classify images of insect specimens. The layout is as follows:

• lib: contains a utility class that does image pre-processing
• data/img: contains training and testing data with pictures of beetles and butterflies
• data/traindata: contains tab-separated tables of "fingerprints" of training images
• data/ai: contains a stored AI
• script/splitter.pl: a naive implementation of an image segmentation algorithm
• script/traindata.pl: generates "fingerprints" of images as tab-separated tables
• script/trainai.pl: feeds training data into the ANN
• script/classify.pl: classifies a directory of out-of-sample images

dependencies

• ImageMagick (c library) and Image::Magick (perl bindings)
• FANN (c library) and AI::FANN (perl bindings)
• Bio::Phylo (for logging)