#!/usr/bin/env bash

########## Resnet101 full masks for extension #############

python pred_oof.py \

--gpu 0 \

--preprocessing_function caffe \

--network resnet101_2 \

--out_masks_folder oof_resnet101_full_masks \

--out_channels 2 \

--models best_resnet101_2_fold0.h5 best_resnet101_2_fold1.h5 best_resnet101_2_fold2.h5 best_resnet101_2_fold3.h5

########## Densenet169 softmax 2 channels #############

python pred_oof.py \

--gpu 0 \

--preprocessing_function torch \

--network densenet169_softmax \

--out_masks_folder oof_densenet169_softmax \

--out_channels 3 \

--models best_densenet169_softmax_fold0.h5 best_densenet169_softmax_fold1.h5 best_densenet169_softmax_fold2.h5 best_densenet169_softmax_fold3.h5

########## Resnet152 sigmoid 2 channels #############

python pred_oof.py \

--gpu 0 \

--preprocessing_function caffe \

--network resnet152_2 \

--out_masks_folder oof_resnet152 \

--out_channels 2 \

--models best_resnet152_2_fold0.h5 best_resnet152_2_fold1.h5 best_resnet152_2_fold2.h5 best_resnet152_2_fold3.h5