def build_image_embedding(self):
print('\tBuild image embedding')
with tf.variable_scope('ConvNet') as scope:
convnet = ConvNet(self.config, self.mode)
cnn_output = convnet.build_model(self.images)
with tf.variable_scope('IcestateEmbedding') as scope:
image_embeddings = tf.contrib.layers.fully_connected(
inputs=cnn_output,
num_outputs=self.config.feature_dims,
activation_fn=None,
weights_initializer=self.initializer,
biases_initializer=None,
scope=scope)
tf.constant(self.config.embedding_size, name="embedding_size")
self.image_embeddings = image_embeddings
