def process_image(self, encoded_image, thread_id=0):
return image_processing.process_image(encoded_image,
is_training=self.is_training(),
height=self.config.image_height,
width=self.config.image_width,
thread_id=thread_id,
image_format=self.config.image_format)
def process_image(self, encoded_image, thread_id=0):
return image_processing.process_image(
encoded_image,
is_training=self.is_training(),
height=self.config.image_height,
width=self.config.image_width,
thread_id=thread_id,
image_format=self.config.image_format)
def process_image(self, encoded_image):
"""Decodes and processes an image string.
Inputs:
encoded_image: A scalar string Tensor; the encoded image.
Outputs:
A float32 Tensor of shape [height, width, 3]; the processed image.
"""
return image_processing.process_image(
encoded_image,
mode=self.mode,
width=self.config.image_width,
image_format=self.config.image_format)
def process_image(self, encoded_image, thread_id=0):
"""Decodes and processes an image string.
Args:
encoded_image: A scalar string Tensor; the encoded image.
thread_id: Preprocessing thread id used to select the ordering of color
distortions.
Returns:
A float32 Tensor of shape [height, width, 3]; the processed image.
"""
return image_processing.process_image(encoded_image,
is_training=self.is_training(),
height=self.config.image_height,
width=self.config.image_width,
thread_id=thread_id,
image_format=self.config.image_format)
def process_image(self, encoded_image, thread_id=0):
"""Decodes and processes an image string.
Args:
encoded_image: A scalar string Tensor; the encoded image.
thread_id: Preprocessing thread id used to select the ordering of color
distortions.
Returns:
A float32 Tensor of shape [height, width, 3]; the processed image.
"""
return image_processing.process_image(encoded_image,
is_training=self.is_training(),
height=self.config.image_height,
width=self.config.image_width,
thread_id=thread_id,
image_format=self.config.image_format)
def process_image(self, encoded_image, thread_id=0, image_idx=0):
"""Decodes and processes an image string.
Args:
encoded_image: A scalar string Tensor; the encoded image.
thread_id: Preprocessing thread id used to select the ordering of color
distortions. Not used in our model.
image_idx: Index of the image in an outfit. Only used for summaries.
Returns:
A float32 Tensor of shape [height, width, 3]; the processed image.
"""
return image_processing.process_image(
encoded_image,
is_training=self.is_training(),
height=self.config.image_height,
width=self.config.image_width,
image_format=self.config.image_format,
image_idx=image_idx)
