Python object_detection.protos.image_resizer_pb2.BICUBIC Examples

The following are 18 code examples of object_detection.protos.image_resizer_pb2.BICUBIC(). You can vote up the ones you like or vote down the ones you don't like, and go to the original project or source file by following the links above each example. You may also want to check out all available functions/classes of the module object_detection.protos.image_resizer_pb2 , or try the search function .
Example #1
Source File: image_resizer_builder.py    From Live-feed-object-device-identification-using-Tensorflow-and-OpenCV with Apache License 2.0 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #2
Source File: image_resizer_builder.py    From multilabel-image-classification-tensorflow with MIT License 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #3
Source File: image_resizer_builder.py    From models with Apache License 2.0 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #4
Source File: image_resizer_builder.py    From g-tensorflow-models with Apache License 2.0 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #5
Source File: image_resizer_builder.py    From MAX-Object-Detector with Apache License 2.0 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #6
Source File: image_resizer_builder.py    From AniSeg with Apache License 2.0 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #7
Source File: image_resizer_builder.py    From object_detection_with_tensorflow with MIT License 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #8
Source File: image_resizer_builder.py    From object_detection_with_tensorflow with MIT License 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #9
Source File: image_resizer_builder.py    From Elphas with Apache License 2.0 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #10
Source File: image_resizer_builder.py    From vehicle_counting_tensorflow with MIT License 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #11
Source File: image_resizer_builder.py    From Live-feed-object-device-identification-using-Tensorflow-and-OpenCV with Apache License 2.0 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #12
Source File: image_resizer_builder.py    From BMW-TensorFlow-Training-GUI with Apache License 2.0 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #13
Source File: image_resizer_builder.py    From ros_tensorflow with Apache License 2.0 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #14
Source File: image_resizer_builder.py    From Gun-Detector with Apache License 2.0 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #15
Source File: image_resizer_builder.py    From Traffic-Rule-Violation-Detection-System with MIT License 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #16
Source File: image_resizer_builder.py    From yolo_v2 with Apache License 2.0 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #17
Source File: image_resizer_builder.py    From Person-Detection-and-Tracking with MIT License 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')
Example #18
Source File: image_resizer_builder.py    From ros_people_object_detection_tensorflow with Apache License 2.0 5 votes vote down vote up 
def _tf_resize_method(resize_method):
  """Maps image resize method from enumeration type to TensorFlow.

  Args:
    resize_method: The resize_method attribute of keep_aspect_ratio_resizer or
      fixed_shape_resizer.

  Returns:
    method: The corresponding TensorFlow ResizeMethod.

  Raises:
    ValueError: if `resize_method` is of unknown type.
  """
  dict_method = {
      image_resizer_pb2.BILINEAR:
          tf.image.ResizeMethod.BILINEAR,
      image_resizer_pb2.NEAREST_NEIGHBOR:
          tf.image.ResizeMethod.NEAREST_NEIGHBOR,
      image_resizer_pb2.BICUBIC:
          tf.image.ResizeMethod.BICUBIC,
      image_resizer_pb2.AREA:
          tf.image.ResizeMethod.AREA
  }
  if resize_method in dict_method:
    return dict_method[resize_method]
  else:
    raise ValueError('Unknown resize_method')