Created
January 5, 2019 15:40
-
-
Save hadifar/339c00de3f9ba300f8b2aac4020f9d43 to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# Instantiate a Keras inception v3 model. | |
keras_inception_v3 = tf.keras.applications.inception_v3.InceptionV3(weights=None) | |
keras_inception_v3.compile(optimizer=tf.keras.optimizers.SGD(lr=0.0001, momentum=0.9), | |
loss='categorical_crossentropy', | |
metric='accuracy') | |
est_inception_v3 = tf.keras.estimator.model_to_estimator(keras_model=keras_inception_v3) | |
train_input_fn = tf.estimator.inputs.numpy_input_fn( | |
x={"input_1": train_data}, | |
y=train_labels, | |
num_epochs=1, | |
shuffle=False) | |
est_inception_v3.train(input_fn=train_input_fn, steps=2000) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment