deep_texture: Deep Texture Representations for Cancer Histology Images
Description
# Installation
conda create -n deep_texture python=3.6
source activate deep_texture
conda install -c anaconda cudatoolkit==9.0
conda install -c anaconda cudnn==7.6.5
pip install pillow
pip install tensorflow-gpu==1.10.0
pip install keras==2.2.3
pip install git+https://github.com/keras-team/keras-applications.git@d506dc82d0
## usage
import deep_texture
(prep, dnn) = deep_texture.setup_texture(arch = 'nasnet', layer = 'normal_concat_11', cbp_dir = '/tmp')
dtr = deep_texture.calc_features_file("./test.png", prep, dnn)
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