Python scripts used to perform rock thin section classification using MaSeResNeXt convolutional neural networks as was published in:
Journal title: Computers and Geosciences Authors: He Ma; Long Peng; Liying Zhu, Jin Shu. Corresponding author: Guoqing Han
Data can be downloaded here
maseresnext.py
: network modeltrain.py
: training programeval.py
: evaluation modelinfer.py
: image inferreader.py
: image preprocessingconfig.py
: model configurationutils.py
: Log and other common tool functions