Xception v1 - ImageNet

see https://github.com/fchollet/keras/blob/master/keras/applications/xception.py

In [1]:

WEIGHTS_FILEPATH = 'xception.hdf5'
MODEL_ARCH_FILEPATH = 'xception.json'

In [2]:

from keras.applications import xception, imagenet_utils

Using TensorFlow backend.

In [3]:

input_shape = (299, 299, 3)

model = xception.Xception(include_top=True, weights='imagenet')

Downloading data from https://github.com/fchollet/deep-learning-models/releases/download/v0.4/xception_weights_tf_dim_ordering_tf_kernels.h5
91889664/91884032 [==============================] - 22s

In [4]:

model.save_weights(WEIGHTS_FILEPATH)

with open(MODEL_ARCH_FILEPATH, 'w') as f:
    f.write(model.to_json())

In [ ]:

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Xception v1 - ImageNet

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