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Model Onychomycosis; Caffe Model files and Python Examples

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Version 2 2017-09-12, 23:31
Version 1 2017-09-12, 22:33
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posted on 2017-09-12, 23:31 authored by Seung Seog HanSeung Seog Han
Requirements
- Python
- BVLC PyCaffe

How to use

1. Download the zip file. It contains,

1) Model Onychomycosis; Models trained with A1, A2, and E dataset + the feedforward neural networks model
2) Python example and batch files that generate ROC curves
3) Prebuilt 64bit windows pycaffe - "caffe" folder

2. Install BVLC PyCaffe
Tutorial : Install PyCaffe
http://api.medicalphoto.org/bvlc_caffe.php

3. Run examples

Fig3C-A1-ensemble.bat
Fig3C-A1-ResNet.bat
...
...
...
Fig4C-A2-ResNet.bat
Fig4C-E-ResNet.bat

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    Categories

    Keywords

    Caffe, Deep learning,Onychomycosis,Nail dystrophyDermatology

    Licence

    MIT

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