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, 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)