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Created September 30, 2017 23:47
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Check_DenseNet_block_namings.ipynb
{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Check namings of DenseNet model from Keras-Contrib "
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"import os \n",
"import sys\n",
"os.environ['CUDA_VISIBLE_DEVICES'] = ''\n",
"os.environ['KERAS_BACKEND'] = 'tensorflow'"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Using TensorFlow backend.\n"
]
}
],
"source": [
"from keras_contrib.applications.densenet import DenseNetImageNet161\n",
"\n",
"from keras.models import Model\n",
"from keras.layers import Input, GlobalAveragePooling2D"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Weights for the model were loaded successfully\n"
]
}
],
"source": [
"dnet = DenseNetImageNet161(input_shape=(224, 224, 3), include_top=False, weights='imagenet')"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": true
},
"outputs": [
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