# Generated by the protocol buffer compiler.  DO NOT EDIT!
# source: object_detection/protos/preprocessor.proto

import sys
_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1'))
from google.protobuf import descriptor as _descriptor
from google.protobuf import message as _message
from google.protobuf import reflection as _reflection
from google.protobuf import symbol_database as _symbol_database
# @@protoc_insertion_point(imports)

_sym_db = _symbol_database.Default()




DESCRIPTOR = _descriptor.FileDescriptor(
  name='object_detection/protos/preprocessor.proto',
  package='object_detection.protos',
  syntax='proto2',
  serialized_options=None,
  serialized_pb=_b('\n*object_detection/protos/preprocessor.proto\x12\x17object_detection.protos\"\xd8\x14\n\x11PreprocessingStep\x12\x42\n\x0fnormalize_image\x18\x01 \x01(\x0b\x32\'.object_detection.protos.NormalizeImageH\x00\x12O\n\x16random_horizontal_flip\x18\x02 \x01(\x0b\x32-.object_detection.protos.RandomHorizontalFlipH\x00\x12R\n\x18random_pixel_value_scale\x18\x03 \x01(\x0b\x32..object_detection.protos.RandomPixelValueScaleH\x00\x12G\n\x12random_image_scale\x18\x04 \x01(\x0b\x32).object_detection.protos.RandomImageScaleH\x00\x12\x46\n\x12random_rgb_to_gray\x18\x05 \x01(\x0b\x32(.object_detection.protos.RandomRGBtoGrayH\x00\x12S\n\x18random_adjust_brightness\x18\x06 \x01(\x0b\x32/.object_detection.protos.RandomAdjustBrightnessH\x00\x12O\n\x16random_adjust_contrast\x18\x07 \x01(\x0b\x32-.object_detection.protos.RandomAdjustContrastH\x00\x12\x45\n\x11random_adjust_hue\x18\x08 \x01(\x0b\x32(.object_detection.protos.RandomAdjustHueH\x00\x12S\n\x18random_adjust_saturation\x18\t \x01(\x0b\x32/.object_detection.protos.RandomAdjustSaturationH\x00\x12K\n\x14random_distort_color\x18\n \x01(\x0b\x32+.object_detection.protos.RandomDistortColorH\x00\x12I\n\x13random_jitter_boxes\x18\x0b \x01(\x0b\x32*.object_detection.protos.RandomJitterBoxesH\x00\x12\x45\n\x11random_crop_image\x18\x0c \x01(\x0b\x32(.object_detection.protos.RandomCropImageH\x00\x12\x43\n\x10random_pad_image\x18\r \x01(\x0b\x32\'.object_detection.protos.RandomPadImageH\x00\x12L\n\x15random_crop_pad_image\x18\x0e \x01(\x0b\x32+.object_detection.protos.RandomCropPadImageH\x00\x12W\n\x1brandom_crop_to_aspect_ratio\x18\x0f \x01(\x0b\x32\x30.object_detection.protos.RandomCropToAspectRatioH\x00\x12K\n\x14random_black_patches\x18\x10 \x01(\x0b\x32+.object_detection.protos.RandomBlackPatchesH\x00\x12K\n\x14random_resize_method\x18\x11 \x01(\x0b\x32+.object_detection.protos.RandomResizeMethodH\x00\x12\x61\n scale_boxes_to_pixel_coordinates\x18\x12 \x01(\x0b\x32\x35.object_detection.protos.ScaleBoxesToPixelCoordinatesH\x00\x12<\n\x0cresize_image\x18\x13 \x01(\x0b\x32$.object_detection.protos.ResizeImageH\x00\x12M\n\x15subtract_channel_mean\x18\x14 \x01(\x0b\x32,.object_detection.protos.SubtractChannelMeanH\x00\x12\x41\n\x0fssd_random_crop\x18\x15 \x01(\x0b\x32&.object_detection.protos.SSDRandomCropH\x00\x12H\n\x13ssd_random_crop_pad\x18\x16 \x01(\x0b\x32).object_detection.protos.SSDRandomCropPadH\x00\x12\x64\n\"ssd_random_crop_fixed_aspect_ratio\x18\x17 \x01(\x0b\x32\x36.object_detection.protos.SSDRandomCropFixedAspectRatioH\x00\x12k\n&ssd_random_crop_pad_fixed_aspect_ratio\x18\x18 \x01(\x0b\x32\x39.object_detection.protos.SSDRandomCropPadFixedAspectRatioH\x00\x12K\n\x14random_vertical_flip\x18\x19 \x01(\x0b\x32+.object_detection.protos.RandomVerticalFlipH\x00\x12\x46\n\x11random_rotation90\x18\x1a \x01(\x0b\x32).object_detection.protos.RandomRotation90H\x00\x12\x39\n\x0brgb_to_gray\x18\x1b \x01(\x0b\x32\".object_detection.protos.RGBtoGrayH\x00\x12_\n\x1f\x63onvert_class_logits_to_softmax\x18\x1c \x01(\x0b\x32\x34.object_detection.protos.ConvertClassLogitsToSoftmaxH\x00\x12T\n\x19random_absolute_pad_image\x18\x1d \x01(\x0b\x32/.object_detection.protos.RandomAbsolutePadImageH\x00\x12R\n\x18random_self_concat_image\x18\x1e \x01(\x0b\x32..object_detection.protos.RandomSelfConcatImageH\x00\x12\x46\n\x11\x61utoaugment_image\x18\x1f \x01(\x0b\x32).object_detection.protos.AutoAugmentImageH\x00\x12[\n\x1c\x64rop_label_probabilistically\x18  \x01(\x0b\x32\x33.object_detection.protos.DropLabelProbabilisticallyH\x00\x12<\n\x0cremap_labels\x18! \x01(\x0b\x32$.object_detection.protos.RemapLabelsH\x00\x42\x14\n\x12preprocessing_step\"v\n\x0eNormalizeImage\x12\x17\n\x0foriginal_minval\x18\x01 \x01(\x02\x12\x17\n\x0foriginal_maxval\x18\x02 \x01(\x02\x12\x18\n\rtarget_minval\x18\x03 \x01(\x02:\x01\x30\x12\x18\n\rtarget_maxval\x18\x04 \x01(\x02:\x01\x31\"9\n\x14RandomHorizontalFlip\x12!\n\x19keypoint_flip_permutation\x18\x01 \x03(\x05\"7\n\x12RandomVerticalFlip\x12!\n\x19keypoint_flip_permutation\x18\x01 \x03(\x05\"\x12\n\x10RandomRotation90\"A\n\x15RandomPixelValueScale\x12\x13\n\x06minval\x18\x01 \x01(\x02:\x03\x30.9\x12\x13\n\x06maxval\x18\x02 \x01(\x02:\x03\x31.1\"L\n\x10RandomImageScale\x12\x1c\n\x0fmin_scale_ratio\x18\x01 \x01(\x02:\x03\x30.5\x12\x1a\n\x0fmax_scale_ratio\x18\x02 \x01(\x02:\x01\x32\"+\n\x0fRandomRGBtoGray\x12\x18\n\x0bprobability\x18\x01 \x01(\x02:\x03\x30.1\"0\n\x16RandomAdjustBrightness\x12\x16\n\tmax_delta\x18\x01 \x01(\x02:\x03\x30.2\"G\n\x14RandomAdjustContrast\x12\x16\n\tmin_delta\x18\x01 \x01(\x02:\x03\x30.8\x12\x17\n\tmax_delta\x18\x02 \x01(\x02:\x04\x31.25\"*\n\x0fRandomAdjustHue\x12\x17\n\tmax_delta\x18\x01 \x01(\x02:\x04\x30.02\"I\n\x16RandomAdjustSaturation\x12\x16\n\tmin_delta\x18\x01 \x01(\x02:\x03\x30.8\x12\x17\n\tmax_delta\x18\x02 \x01(\x02:\x04\x31.25\",\n\x12RandomDistortColor\x12\x16\n\x0e\x63olor_ordering\x18\x01 \x01(\x05\"(\n\x11RandomJitterBoxes\x12\x13\n\x05ratio\x18\x01 \x01(\x02:\x04\x30.05\"\xeb\x01\n\x0fRandomCropImage\x12\x1d\n\x12min_object_covered\x18\x01 \x01(\x02:\x01\x31\x12\x1e\n\x10min_aspect_ratio\x18\x02 \x01(\x02:\x04\x30.75\x12\x1e\n\x10max_aspect_ratio\x18\x03 \x01(\x02:\x04\x31.33\x12\x15\n\x08min_area\x18\x04 \x01(\x02:\x03\x30.1\x12\x13\n\x08max_area\x18\x05 \x01(\x02:\x01\x31\x12\x1b\n\x0eoverlap_thresh\x18\x06 \x01(\x02:\x03\x30.3\x12\x18\n\nclip_boxes\x18\x08 \x01(\x08:\x04true\x12\x16\n\x0brandom_coef\x18\x07 \x01(\x02:\x01\x30\"\x89\x01\n\x0eRandomPadImage\x12\x18\n\x10min_image_height\x18\x01 \x01(\x05\x12\x17\n\x0fmin_image_width\x18\x02 \x01(\x05\x12\x18\n\x10max_image_height\x18\x03 \x01(\x05\x12\x17\n\x0fmax_image_width\x18\x04 \x01(\x05\x12\x11\n\tpad_color\x18\x05 \x03(\x02\"b\n\x16RandomAbsolutePadImage\x12\x1a\n\x12max_height_padding\x18\x01 \x01(\x05\x12\x19\n\x11max_width_padding\x18\x02 \x01(\x05\x12\x11\n\tpad_color\x18\x03 \x03(\x02\"\xbf\x02\n\x12RandomCropPadImage\x12\x1d\n\x12min_object_covered\x18\x01 \x01(\x02:\x01\x31\x12\x1e\n\x10min_aspect_ratio\x18\x02 \x01(\x02:\x04\x30.75\x12\x1e\n\x10max_aspect_ratio\x18\x03 \x01(\x02:\x04\x31.33\x12\x15\n\x08min_area\x18\x04 \x01(\x02:\x03\x30.1\x12\x13\n\x08max_area\x18\x05 \x01(\x02:\x01\x31\x12\x1b\n\x0eoverlap_thresh\x18\x06 \x01(\x02:\x03\x30.3\x12\x18\n\nclip_boxes\x18\x0b \x01(\x08:\x04true\x12\x16\n\x0brandom_coef\x18\x07 \x01(\x02:\x01\x30\x12\x1d\n\x15min_padded_size_ratio\x18\x08 \x03(\x02\x12\x1d\n\x15max_padded_size_ratio\x18\t \x03(\x02\x12\x11\n\tpad_color\x18\n \x03(\x02\"i\n\x17RandomCropToAspectRatio\x12\x17\n\x0c\x61spect_ratio\x18\x01 \x01(\x02:\x01\x31\x12\x1b\n\x0eoverlap_thresh\x18\x02 \x01(\x02:\x03\x30.3\x12\x18\n\nclip_boxes\x18\x03 \x01(\x08:\x04true\"o\n\x12RandomBlackPatches\x12\x1d\n\x11max_black_patches\x18\x01 \x01(\x05:\x02\x31\x30\x12\x18\n\x0bprobability\x18\x02 \x01(\x02:\x03\x30.5\x12 \n\x13size_to_image_ratio\x18\x03 \x01(\x02:\x03\x30.1\"A\n\x12RandomResizeMethod\x12\x15\n\rtarget_height\x18\x01 \x01(\x05\x12\x14\n\x0ctarget_width\x18\x02 \x01(\x05\"\x0b\n\tRGBtoGray\"\x1e\n\x1cScaleBoxesToPixelCoordinates\"\xc0\x01\n\x0bResizeImage\x12\x12\n\nnew_height\x18\x01 \x01(\x05\x12\x11\n\tnew_width\x18\x02 \x01(\x05\x12\x45\n\x06method\x18\x03 \x01(\x0e\x32+.object_detection.protos.ResizeImage.Method:\x08\x42ILINEAR\"C\n\x06Method\x12\x08\n\x04\x41REA\x10\x01\x12\x0b\n\x07\x42ICUBIC\x10\x02\x12\x0c\n\x08\x42ILINEAR\x10\x03\x12\x14\n\x10NEAREST_NEIGHBOR\x10\x04\"$\n\x13SubtractChannelMean\x12\r\n\x05means\x18\x01 \x03(\x02\"\xd3\x01\n\x16SSDRandomCropOperation\x12\x1a\n\x12min_object_covered\x18\x01 \x01(\x02\x12\x18\n\x10min_aspect_ratio\x18\x02 \x01(\x02\x12\x18\n\x10max_aspect_ratio\x18\x03 \x01(\x02\x12\x10\n\x08min_area\x18\x04 \x01(\x02\x12\x10\n\x08max_area\x18\x05 \x01(\x02\x12\x16\n\x0eoverlap_thresh\x18\x06 \x01(\x02\x12\x18\n\nclip_boxes\x18\x08 \x01(\x08:\x04true\x12\x13\n\x0brandom_coef\x18\x07 \x01(\x02\"T\n\rSSDRandomCrop\x12\x43\n\noperations\x18\x01 \x03(\x0b\x32/.object_detection.protos.SSDRandomCropOperation\"\xd3\x02\n\x19SSDRandomCropPadOperation\x12\x1a\n\x12min_object_covered\x18\x01 \x01(\x02\x12\x18\n\x10min_aspect_ratio\x18\x02 \x01(\x02\x12\x18\n\x10max_aspect_ratio\x18\x03 \x01(\x02\x12\x10\n\x08min_area\x18\x04 \x01(\x02\x12\x10\n\x08max_area\x18\x05 \x01(\x02\x12\x16\n\x0eoverlap_thresh\x18\x06 \x01(\x02\x12\x18\n\nclip_boxes\x18\r \x01(\x08:\x04true\x12\x13\n\x0brandom_coef\x18\x07 \x01(\x02\x12\x1d\n\x15min_padded_size_ratio\x18\x08 \x03(\x02\x12\x1d\n\x15max_padded_size_ratio\x18\t \x03(\x02\x12\x13\n\x0bpad_color_r\x18\n \x01(\x02\x12\x13\n\x0bpad_color_g\x18\x0b \x01(\x02\x12\x13\n\x0bpad_color_b\x18\x0c \x01(\x02\"Z\n\x10SSDRandomCropPad\x12\x46\n\noperations\x18\x01 \x03(\x0b\x32\x32.object_detection.protos.SSDRandomCropPadOperation\"\xaf\x01\n&SSDRandomCropFixedAspectRatioOperation\x12\x1a\n\x12min_object_covered\x18\x01 \x01(\x02\x12\x10\n\x08min_area\x18\x04 \x01(\x02\x12\x10\n\x08max_area\x18\x05 \x01(\x02\x12\x16\n\x0eoverlap_thresh\x18\x06 \x01(\x02\x12\x18\n\nclip_boxes\x18\x08 \x01(\x08:\x04true\x12\x13\n\x0brandom_coef\x18\x07 \x01(\x02\"\x8d\x01\n\x1dSSDRandomCropFixedAspectRatio\x12S\n\noperations\x18\x01 \x03(\x0b\x32?.object_detection.protos.SSDRandomCropFixedAspectRatioOperation\x12\x17\n\x0c\x61spect_ratio\x18\x02 \x01(\x02:\x01\x31\"\xe6\x01\n)SSDRandomCropPadFixedAspectRatioOperation\x12\x1a\n\x12min_object_covered\x18\x01 \x01(\x02\x12\x18\n\x10min_aspect_ratio\x18\x02 \x01(\x02\x12\x18\n\x10max_aspect_ratio\x18\x03 \x01(\x02\x12\x10\n\x08min_area\x18\x04 \x01(\x02\x12\x10\n\x08max_area\x18\x05 \x01(\x02\x12\x16\n\x0eoverlap_thresh\x18\x06 \x01(\x02\x12\x18\n\nclip_boxes\x18\x08 \x01(\x08:\x04true\x12\x13\n\x0brandom_coef\x18\x07 \x01(\x02\"\xd1\x01\n SSDRandomCropPadFixedAspectRatio\x12V\n\noperations\x18\x01 \x03(\x0b\x32\x42.object_detection.protos.SSDRandomCropPadFixedAspectRatioOperation\x12\x17\n\x0c\x61spect_ratio\x18\x02 \x01(\x02:\x01\x31\x12\x1d\n\x15min_padded_size_ratio\x18\x03 \x03(\x02\x12\x1d\n\x15max_padded_size_ratio\x18\x04 \x03(\x02\"5\n\x1b\x43onvertClassLogitsToSoftmax\x12\x16\n\x0btemperature\x18\x01 \x01(\x02:\x01\x31\"m\n\x15RandomSelfConcatImage\x12(\n\x1b\x63oncat_vertical_probability\x18\x01 \x01(\x02:\x03\x30.1\x12*\n\x1d\x63oncat_horizontal_probability\x18\x02 \x01(\x02:\x03\x30.1\"+\n\x10\x41utoAugmentImage\x12\x17\n\x0bpolicy_name\x18\x01 \x01(\t:\x02v0\"H\n\x1a\x44ropLabelProbabilistically\x12\r\n\x05label\x18\x01 \x01(\x05\x12\x1b\n\x10\x64rop_probability\x18\x02 \x01(\x02:\x01\x31\"9\n\x0bRemapLabels\x12\x17\n\x0foriginal_labels\x18\x01 \x03(\x05\x12\x11\n\tnew_label\x18\x02 \x01(\x05')
)



_RESIZEIMAGE_METHOD = _descriptor.EnumDescriptor(
  name='Method',
  full_name='object_detection.protos.ResizeImage.Method',
  filename=None,
  file=DESCRIPTOR,
  values=[
    _descriptor.EnumValueDescriptor(
      name='AREA', index=0, number=1,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='BICUBIC', index=1, number=2,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='BILINEAR', index=2, number=3,
      serialized_options=None,
      type=None),
    _descriptor.EnumValueDescriptor(
      name='NEAREST_NEIGHBOR', index=3, number=4,
      serialized_options=None,
      type=None),
  ],
  containing_type=None,
  serialized_options=None,
  serialized_start=4756,
  serialized_end=4823,
)
_sym_db.RegisterEnumDescriptor(_RESIZEIMAGE_METHOD)


_PREPROCESSINGSTEP = _descriptor.Descriptor(
  name='PreprocessingStep',
  full_name='object_detection.protos.PreprocessingStep',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='normalize_image', full_name='object_detection.protos.PreprocessingStep.normalize_image', index=0,
      number=1, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_horizontal_flip', full_name='object_detection.protos.PreprocessingStep.random_horizontal_flip', index=1,
      number=2, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_pixel_value_scale', full_name='object_detection.protos.PreprocessingStep.random_pixel_value_scale', index=2,
      number=3, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_image_scale', full_name='object_detection.protos.PreprocessingStep.random_image_scale', index=3,
      number=4, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_rgb_to_gray', full_name='object_detection.protos.PreprocessingStep.random_rgb_to_gray', index=4,
      number=5, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_adjust_brightness', full_name='object_detection.protos.PreprocessingStep.random_adjust_brightness', index=5,
      number=6, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_adjust_contrast', full_name='object_detection.protos.PreprocessingStep.random_adjust_contrast', index=6,
      number=7, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_adjust_hue', full_name='object_detection.protos.PreprocessingStep.random_adjust_hue', index=7,
      number=8, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_adjust_saturation', full_name='object_detection.protos.PreprocessingStep.random_adjust_saturation', index=8,
      number=9, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_distort_color', full_name='object_detection.protos.PreprocessingStep.random_distort_color', index=9,
      number=10, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_jitter_boxes', full_name='object_detection.protos.PreprocessingStep.random_jitter_boxes', index=10,
      number=11, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_crop_image', full_name='object_detection.protos.PreprocessingStep.random_crop_image', index=11,
      number=12, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_pad_image', full_name='object_detection.protos.PreprocessingStep.random_pad_image', index=12,
      number=13, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_crop_pad_image', full_name='object_detection.protos.PreprocessingStep.random_crop_pad_image', index=13,
      number=14, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_crop_to_aspect_ratio', full_name='object_detection.protos.PreprocessingStep.random_crop_to_aspect_ratio', index=14,
      number=15, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_black_patches', full_name='object_detection.protos.PreprocessingStep.random_black_patches', index=15,
      number=16, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_resize_method', full_name='object_detection.protos.PreprocessingStep.random_resize_method', index=16,
      number=17, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='scale_boxes_to_pixel_coordinates', full_name='object_detection.protos.PreprocessingStep.scale_boxes_to_pixel_coordinates', index=17,
      number=18, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='resize_image', full_name='object_detection.protos.PreprocessingStep.resize_image', index=18,
      number=19, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='subtract_channel_mean', full_name='object_detection.protos.PreprocessingStep.subtract_channel_mean', index=19,
      number=20, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='ssd_random_crop', full_name='object_detection.protos.PreprocessingStep.ssd_random_crop', index=20,
      number=21, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='ssd_random_crop_pad', full_name='object_detection.protos.PreprocessingStep.ssd_random_crop_pad', index=21,
      number=22, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='ssd_random_crop_fixed_aspect_ratio', full_name='object_detection.protos.PreprocessingStep.ssd_random_crop_fixed_aspect_ratio', index=22,
      number=23, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='ssd_random_crop_pad_fixed_aspect_ratio', full_name='object_detection.protos.PreprocessingStep.ssd_random_crop_pad_fixed_aspect_ratio', index=23,
      number=24, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_vertical_flip', full_name='object_detection.protos.PreprocessingStep.random_vertical_flip', index=24,
      number=25, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_rotation90', full_name='object_detection.protos.PreprocessingStep.random_rotation90', index=25,
      number=26, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='rgb_to_gray', full_name='object_detection.protos.PreprocessingStep.rgb_to_gray', index=26,
      number=27, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='convert_class_logits_to_softmax', full_name='object_detection.protos.PreprocessingStep.convert_class_logits_to_softmax', index=27,
      number=28, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_absolute_pad_image', full_name='object_detection.protos.PreprocessingStep.random_absolute_pad_image', index=28,
      number=29, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_self_concat_image', full_name='object_detection.protos.PreprocessingStep.random_self_concat_image', index=29,
      number=30, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='autoaugment_image', full_name='object_detection.protos.PreprocessingStep.autoaugment_image', index=30,
      number=31, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='drop_label_probabilistically', full_name='object_detection.protos.PreprocessingStep.drop_label_probabilistically', index=31,
      number=32, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='remap_labels', full_name='object_detection.protos.PreprocessingStep.remap_labels', index=32,
      number=33, type=11, cpp_type=10, label=1,
      has_default_value=False, default_value=None,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
    _descriptor.OneofDescriptor(
      name='preprocessing_step', full_name='object_detection.protos.PreprocessingStep.preprocessing_step',
      index=0, containing_type=None, fields=[]),
  ],
  serialized_start=72,
  serialized_end=2720,
)


_NORMALIZEIMAGE = _descriptor.Descriptor(
  name='NormalizeImage',
  full_name='object_detection.protos.NormalizeImage',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='original_minval', full_name='object_detection.protos.NormalizeImage.original_minval', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='original_maxval', full_name='object_detection.protos.NormalizeImage.original_maxval', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='target_minval', full_name='object_detection.protos.NormalizeImage.target_minval', index=2,
      number=3, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='target_maxval', full_name='object_detection.protos.NormalizeImage.target_maxval', index=3,
      number=4, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=2722,
  serialized_end=2840,
)


_RANDOMHORIZONTALFLIP = _descriptor.Descriptor(
  name='RandomHorizontalFlip',
  full_name='object_detection.protos.RandomHorizontalFlip',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='keypoint_flip_permutation', full_name='object_detection.protos.RandomHorizontalFlip.keypoint_flip_permutation', index=0,
      number=1, type=5, cpp_type=1, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=2842,
  serialized_end=2899,
)


_RANDOMVERTICALFLIP = _descriptor.Descriptor(
  name='RandomVerticalFlip',
  full_name='object_detection.protos.RandomVerticalFlip',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='keypoint_flip_permutation', full_name='object_detection.protos.RandomVerticalFlip.keypoint_flip_permutation', index=0,
      number=1, type=5, cpp_type=1, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=2901,
  serialized_end=2956,
)


_RANDOMROTATION90 = _descriptor.Descriptor(
  name='RandomRotation90',
  full_name='object_detection.protos.RandomRotation90',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=2958,
  serialized_end=2976,
)


_RANDOMPIXELVALUESCALE = _descriptor.Descriptor(
  name='RandomPixelValueScale',
  full_name='object_detection.protos.RandomPixelValueScale',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='minval', full_name='object_detection.protos.RandomPixelValueScale.minval', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.9),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='maxval', full_name='object_detection.protos.RandomPixelValueScale.maxval', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1.1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=2978,
  serialized_end=3043,
)


_RANDOMIMAGESCALE = _descriptor.Descriptor(
  name='RandomImageScale',
  full_name='object_detection.protos.RandomImageScale',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='min_scale_ratio', full_name='object_detection.protos.RandomImageScale.min_scale_ratio', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.5),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_scale_ratio', full_name='object_detection.protos.RandomImageScale.max_scale_ratio', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(2),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3045,
  serialized_end=3121,
)


_RANDOMRGBTOGRAY = _descriptor.Descriptor(
  name='RandomRGBtoGray',
  full_name='object_detection.protos.RandomRGBtoGray',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='probability', full_name='object_detection.protos.RandomRGBtoGray.probability', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3123,
  serialized_end=3166,
)


_RANDOMADJUSTBRIGHTNESS = _descriptor.Descriptor(
  name='RandomAdjustBrightness',
  full_name='object_detection.protos.RandomAdjustBrightness',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='max_delta', full_name='object_detection.protos.RandomAdjustBrightness.max_delta', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.2),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3168,
  serialized_end=3216,
)


_RANDOMADJUSTCONTRAST = _descriptor.Descriptor(
  name='RandomAdjustContrast',
  full_name='object_detection.protos.RandomAdjustContrast',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='min_delta', full_name='object_detection.protos.RandomAdjustContrast.min_delta', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.8),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_delta', full_name='object_detection.protos.RandomAdjustContrast.max_delta', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1.25),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3218,
  serialized_end=3289,
)


_RANDOMADJUSTHUE = _descriptor.Descriptor(
  name='RandomAdjustHue',
  full_name='object_detection.protos.RandomAdjustHue',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='max_delta', full_name='object_detection.protos.RandomAdjustHue.max_delta', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.02),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3291,
  serialized_end=3333,
)


_RANDOMADJUSTSATURATION = _descriptor.Descriptor(
  name='RandomAdjustSaturation',
  full_name='object_detection.protos.RandomAdjustSaturation',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='min_delta', full_name='object_detection.protos.RandomAdjustSaturation.min_delta', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.8),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_delta', full_name='object_detection.protos.RandomAdjustSaturation.max_delta', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1.25),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3335,
  serialized_end=3408,
)


_RANDOMDISTORTCOLOR = _descriptor.Descriptor(
  name='RandomDistortColor',
  full_name='object_detection.protos.RandomDistortColor',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='color_ordering', full_name='object_detection.protos.RandomDistortColor.color_ordering', index=0,
      number=1, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3410,
  serialized_end=3454,
)


_RANDOMJITTERBOXES = _descriptor.Descriptor(
  name='RandomJitterBoxes',
  full_name='object_detection.protos.RandomJitterBoxes',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='ratio', full_name='object_detection.protos.RandomJitterBoxes.ratio', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.05),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3456,
  serialized_end=3496,
)


_RANDOMCROPIMAGE = _descriptor.Descriptor(
  name='RandomCropImage',
  full_name='object_detection.protos.RandomCropImage',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='min_object_covered', full_name='object_detection.protos.RandomCropImage.min_object_covered', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_aspect_ratio', full_name='object_detection.protos.RandomCropImage.min_aspect_ratio', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.75),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_aspect_ratio', full_name='object_detection.protos.RandomCropImage.max_aspect_ratio', index=2,
      number=3, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1.33),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_area', full_name='object_detection.protos.RandomCropImage.min_area', index=3,
      number=4, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_area', full_name='object_detection.protos.RandomCropImage.max_area', index=4,
      number=5, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='overlap_thresh', full_name='object_detection.protos.RandomCropImage.overlap_thresh', index=5,
      number=6, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.3),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='clip_boxes', full_name='object_detection.protos.RandomCropImage.clip_boxes', index=6,
      number=8, type=8, cpp_type=7, label=1,
      has_default_value=True, default_value=True,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_coef', full_name='object_detection.protos.RandomCropImage.random_coef', index=7,
      number=7, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3499,
  serialized_end=3734,
)


_RANDOMPADIMAGE = _descriptor.Descriptor(
  name='RandomPadImage',
  full_name='object_detection.protos.RandomPadImage',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='min_image_height', full_name='object_detection.protos.RandomPadImage.min_image_height', index=0,
      number=1, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_image_width', full_name='object_detection.protos.RandomPadImage.min_image_width', index=1,
      number=2, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_image_height', full_name='object_detection.protos.RandomPadImage.max_image_height', index=2,
      number=3, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_image_width', full_name='object_detection.protos.RandomPadImage.max_image_width', index=3,
      number=4, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='pad_color', full_name='object_detection.protos.RandomPadImage.pad_color', index=4,
      number=5, type=2, cpp_type=6, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3737,
  serialized_end=3874,
)


_RANDOMABSOLUTEPADIMAGE = _descriptor.Descriptor(
  name='RandomAbsolutePadImage',
  full_name='object_detection.protos.RandomAbsolutePadImage',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='max_height_padding', full_name='object_detection.protos.RandomAbsolutePadImage.max_height_padding', index=0,
      number=1, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_width_padding', full_name='object_detection.protos.RandomAbsolutePadImage.max_width_padding', index=1,
      number=2, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='pad_color', full_name='object_detection.protos.RandomAbsolutePadImage.pad_color', index=2,
      number=3, type=2, cpp_type=6, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3876,
  serialized_end=3974,
)


_RANDOMCROPPADIMAGE = _descriptor.Descriptor(
  name='RandomCropPadImage',
  full_name='object_detection.protos.RandomCropPadImage',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='min_object_covered', full_name='object_detection.protos.RandomCropPadImage.min_object_covered', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_aspect_ratio', full_name='object_detection.protos.RandomCropPadImage.min_aspect_ratio', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.75),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_aspect_ratio', full_name='object_detection.protos.RandomCropPadImage.max_aspect_ratio', index=2,
      number=3, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1.33),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_area', full_name='object_detection.protos.RandomCropPadImage.min_area', index=3,
      number=4, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_area', full_name='object_detection.protos.RandomCropPadImage.max_area', index=4,
      number=5, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='overlap_thresh', full_name='object_detection.protos.RandomCropPadImage.overlap_thresh', index=5,
      number=6, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.3),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='clip_boxes', full_name='object_detection.protos.RandomCropPadImage.clip_boxes', index=6,
      number=11, type=8, cpp_type=7, label=1,
      has_default_value=True, default_value=True,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_coef', full_name='object_detection.protos.RandomCropPadImage.random_coef', index=7,
      number=7, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_padded_size_ratio', full_name='object_detection.protos.RandomCropPadImage.min_padded_size_ratio', index=8,
      number=8, type=2, cpp_type=6, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_padded_size_ratio', full_name='object_detection.protos.RandomCropPadImage.max_padded_size_ratio', index=9,
      number=9, type=2, cpp_type=6, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='pad_color', full_name='object_detection.protos.RandomCropPadImage.pad_color', index=10,
      number=10, type=2, cpp_type=6, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=3977,
  serialized_end=4296,
)


_RANDOMCROPTOASPECTRATIO = _descriptor.Descriptor(
  name='RandomCropToAspectRatio',
  full_name='object_detection.protos.RandomCropToAspectRatio',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='aspect_ratio', full_name='object_detection.protos.RandomCropToAspectRatio.aspect_ratio', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='overlap_thresh', full_name='object_detection.protos.RandomCropToAspectRatio.overlap_thresh', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.3),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='clip_boxes', full_name='object_detection.protos.RandomCropToAspectRatio.clip_boxes', index=2,
      number=3, type=8, cpp_type=7, label=1,
      has_default_value=True, default_value=True,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=4298,
  serialized_end=4403,
)


_RANDOMBLACKPATCHES = _descriptor.Descriptor(
  name='RandomBlackPatches',
  full_name='object_detection.protos.RandomBlackPatches',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='max_black_patches', full_name='object_detection.protos.RandomBlackPatches.max_black_patches', index=0,
      number=1, type=5, cpp_type=1, label=1,
      has_default_value=True, default_value=10,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='probability', full_name='object_detection.protos.RandomBlackPatches.probability', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.5),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='size_to_image_ratio', full_name='object_detection.protos.RandomBlackPatches.size_to_image_ratio', index=2,
      number=3, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=4405,
  serialized_end=4516,
)


_RANDOMRESIZEMETHOD = _descriptor.Descriptor(
  name='RandomResizeMethod',
  full_name='object_detection.protos.RandomResizeMethod',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='target_height', full_name='object_detection.protos.RandomResizeMethod.target_height', index=0,
      number=1, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='target_width', full_name='object_detection.protos.RandomResizeMethod.target_width', index=1,
      number=2, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=4518,
  serialized_end=4583,
)


_RGBTOGRAY = _descriptor.Descriptor(
  name='RGBtoGray',
  full_name='object_detection.protos.RGBtoGray',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=4585,
  serialized_end=4596,
)


_SCALEBOXESTOPIXELCOORDINATES = _descriptor.Descriptor(
  name='ScaleBoxesToPixelCoordinates',
  full_name='object_detection.protos.ScaleBoxesToPixelCoordinates',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=4598,
  serialized_end=4628,
)


_RESIZEIMAGE = _descriptor.Descriptor(
  name='ResizeImage',
  full_name='object_detection.protos.ResizeImage',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='new_height', full_name='object_detection.protos.ResizeImage.new_height', index=0,
      number=1, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='new_width', full_name='object_detection.protos.ResizeImage.new_width', index=1,
      number=2, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='method', full_name='object_detection.protos.ResizeImage.method', index=2,
      number=3, type=14, cpp_type=8, label=1,
      has_default_value=True, default_value=3,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
    _RESIZEIMAGE_METHOD,
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=4631,
  serialized_end=4823,
)


_SUBTRACTCHANNELMEAN = _descriptor.Descriptor(
  name='SubtractChannelMean',
  full_name='object_detection.protos.SubtractChannelMean',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='means', full_name='object_detection.protos.SubtractChannelMean.means', index=0,
      number=1, type=2, cpp_type=6, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=4825,
  serialized_end=4861,
)


_SSDRANDOMCROPOPERATION = _descriptor.Descriptor(
  name='SSDRandomCropOperation',
  full_name='object_detection.protos.SSDRandomCropOperation',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='min_object_covered', full_name='object_detection.protos.SSDRandomCropOperation.min_object_covered', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_aspect_ratio', full_name='object_detection.protos.SSDRandomCropOperation.min_aspect_ratio', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_aspect_ratio', full_name='object_detection.protos.SSDRandomCropOperation.max_aspect_ratio', index=2,
      number=3, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_area', full_name='object_detection.protos.SSDRandomCropOperation.min_area', index=3,
      number=4, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_area', full_name='object_detection.protos.SSDRandomCropOperation.max_area', index=4,
      number=5, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='overlap_thresh', full_name='object_detection.protos.SSDRandomCropOperation.overlap_thresh', index=5,
      number=6, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='clip_boxes', full_name='object_detection.protos.SSDRandomCropOperation.clip_boxes', index=6,
      number=8, type=8, cpp_type=7, label=1,
      has_default_value=True, default_value=True,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_coef', full_name='object_detection.protos.SSDRandomCropOperation.random_coef', index=7,
      number=7, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=4864,
  serialized_end=5075,
)


_SSDRANDOMCROP = _descriptor.Descriptor(
  name='SSDRandomCrop',
  full_name='object_detection.protos.SSDRandomCrop',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='operations', full_name='object_detection.protos.SSDRandomCrop.operations', index=0,
      number=1, type=11, cpp_type=10, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=5077,
  serialized_end=5161,
)


_SSDRANDOMCROPPADOPERATION = _descriptor.Descriptor(
  name='SSDRandomCropPadOperation',
  full_name='object_detection.protos.SSDRandomCropPadOperation',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='min_object_covered', full_name='object_detection.protos.SSDRandomCropPadOperation.min_object_covered', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_aspect_ratio', full_name='object_detection.protos.SSDRandomCropPadOperation.min_aspect_ratio', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_aspect_ratio', full_name='object_detection.protos.SSDRandomCropPadOperation.max_aspect_ratio', index=2,
      number=3, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_area', full_name='object_detection.protos.SSDRandomCropPadOperation.min_area', index=3,
      number=4, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_area', full_name='object_detection.protos.SSDRandomCropPadOperation.max_area', index=4,
      number=5, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='overlap_thresh', full_name='object_detection.protos.SSDRandomCropPadOperation.overlap_thresh', index=5,
      number=6, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='clip_boxes', full_name='object_detection.protos.SSDRandomCropPadOperation.clip_boxes', index=6,
      number=13, type=8, cpp_type=7, label=1,
      has_default_value=True, default_value=True,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_coef', full_name='object_detection.protos.SSDRandomCropPadOperation.random_coef', index=7,
      number=7, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_padded_size_ratio', full_name='object_detection.protos.SSDRandomCropPadOperation.min_padded_size_ratio', index=8,
      number=8, type=2, cpp_type=6, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_padded_size_ratio', full_name='object_detection.protos.SSDRandomCropPadOperation.max_padded_size_ratio', index=9,
      number=9, type=2, cpp_type=6, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='pad_color_r', full_name='object_detection.protos.SSDRandomCropPadOperation.pad_color_r', index=10,
      number=10, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='pad_color_g', full_name='object_detection.protos.SSDRandomCropPadOperation.pad_color_g', index=11,
      number=11, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='pad_color_b', full_name='object_detection.protos.SSDRandomCropPadOperation.pad_color_b', index=12,
      number=12, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=5164,
  serialized_end=5503,
)


_SSDRANDOMCROPPAD = _descriptor.Descriptor(
  name='SSDRandomCropPad',
  full_name='object_detection.protos.SSDRandomCropPad',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='operations', full_name='object_detection.protos.SSDRandomCropPad.operations', index=0,
      number=1, type=11, cpp_type=10, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=5505,
  serialized_end=5595,
)


_SSDRANDOMCROPFIXEDASPECTRATIOOPERATION = _descriptor.Descriptor(
  name='SSDRandomCropFixedAspectRatioOperation',
  full_name='object_detection.protos.SSDRandomCropFixedAspectRatioOperation',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='min_object_covered', full_name='object_detection.protos.SSDRandomCropFixedAspectRatioOperation.min_object_covered', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_area', full_name='object_detection.protos.SSDRandomCropFixedAspectRatioOperation.min_area', index=1,
      number=4, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_area', full_name='object_detection.protos.SSDRandomCropFixedAspectRatioOperation.max_area', index=2,
      number=5, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='overlap_thresh', full_name='object_detection.protos.SSDRandomCropFixedAspectRatioOperation.overlap_thresh', index=3,
      number=6, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='clip_boxes', full_name='object_detection.protos.SSDRandomCropFixedAspectRatioOperation.clip_boxes', index=4,
      number=8, type=8, cpp_type=7, label=1,
      has_default_value=True, default_value=True,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_coef', full_name='object_detection.protos.SSDRandomCropFixedAspectRatioOperation.random_coef', index=5,
      number=7, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=5598,
  serialized_end=5773,
)


_SSDRANDOMCROPFIXEDASPECTRATIO = _descriptor.Descriptor(
  name='SSDRandomCropFixedAspectRatio',
  full_name='object_detection.protos.SSDRandomCropFixedAspectRatio',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='operations', full_name='object_detection.protos.SSDRandomCropFixedAspectRatio.operations', index=0,
      number=1, type=11, cpp_type=10, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='aspect_ratio', full_name='object_detection.protos.SSDRandomCropFixedAspectRatio.aspect_ratio', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=5776,
  serialized_end=5917,
)


_SSDRANDOMCROPPADFIXEDASPECTRATIOOPERATION = _descriptor.Descriptor(
  name='SSDRandomCropPadFixedAspectRatioOperation',
  full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatioOperation',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='min_object_covered', full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatioOperation.min_object_covered', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_aspect_ratio', full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatioOperation.min_aspect_ratio', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_aspect_ratio', full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatioOperation.max_aspect_ratio', index=2,
      number=3, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_area', full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatioOperation.min_area', index=3,
      number=4, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_area', full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatioOperation.max_area', index=4,
      number=5, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='overlap_thresh', full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatioOperation.overlap_thresh', index=5,
      number=6, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='clip_boxes', full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatioOperation.clip_boxes', index=6,
      number=8, type=8, cpp_type=7, label=1,
      has_default_value=True, default_value=True,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='random_coef', full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatioOperation.random_coef', index=7,
      number=7, type=2, cpp_type=6, label=1,
      has_default_value=False, default_value=float(0),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=5920,
  serialized_end=6150,
)


_SSDRANDOMCROPPADFIXEDASPECTRATIO = _descriptor.Descriptor(
  name='SSDRandomCropPadFixedAspectRatio',
  full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatio',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='operations', full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatio.operations', index=0,
      number=1, type=11, cpp_type=10, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='aspect_ratio', full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatio.aspect_ratio', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='min_padded_size_ratio', full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatio.min_padded_size_ratio', index=2,
      number=3, type=2, cpp_type=6, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='max_padded_size_ratio', full_name='object_detection.protos.SSDRandomCropPadFixedAspectRatio.max_padded_size_ratio', index=3,
      number=4, type=2, cpp_type=6, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=6153,
  serialized_end=6362,
)


_CONVERTCLASSLOGITSTOSOFTMAX = _descriptor.Descriptor(
  name='ConvertClassLogitsToSoftmax',
  full_name='object_detection.protos.ConvertClassLogitsToSoftmax',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='temperature', full_name='object_detection.protos.ConvertClassLogitsToSoftmax.temperature', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=6364,
  serialized_end=6417,
)


_RANDOMSELFCONCATIMAGE = _descriptor.Descriptor(
  name='RandomSelfConcatImage',
  full_name='object_detection.protos.RandomSelfConcatImage',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='concat_vertical_probability', full_name='object_detection.protos.RandomSelfConcatImage.concat_vertical_probability', index=0,
      number=1, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='concat_horizontal_probability', full_name='object_detection.protos.RandomSelfConcatImage.concat_horizontal_probability', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(0.1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=6419,
  serialized_end=6528,
)


_AUTOAUGMENTIMAGE = _descriptor.Descriptor(
  name='AutoAugmentImage',
  full_name='object_detection.protos.AutoAugmentImage',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='policy_name', full_name='object_detection.protos.AutoAugmentImage.policy_name', index=0,
      number=1, type=9, cpp_type=9, label=1,
      has_default_value=True, default_value=_b("v0").decode('utf-8'),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=6530,
  serialized_end=6573,
)


_DROPLABELPROBABILISTICALLY = _descriptor.Descriptor(
  name='DropLabelProbabilistically',
  full_name='object_detection.protos.DropLabelProbabilistically',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='label', full_name='object_detection.protos.DropLabelProbabilistically.label', index=0,
      number=1, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='drop_probability', full_name='object_detection.protos.DropLabelProbabilistically.drop_probability', index=1,
      number=2, type=2, cpp_type=6, label=1,
      has_default_value=True, default_value=float(1),
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=6575,
  serialized_end=6647,
)


_REMAPLABELS = _descriptor.Descriptor(
  name='RemapLabels',
  full_name='object_detection.protos.RemapLabels',
  filename=None,
  file=DESCRIPTOR,
  containing_type=None,
  fields=[
    _descriptor.FieldDescriptor(
      name='original_labels', full_name='object_detection.protos.RemapLabels.original_labels', index=0,
      number=1, type=5, cpp_type=1, label=3,
      has_default_value=False, default_value=[],
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
    _descriptor.FieldDescriptor(
      name='new_label', full_name='object_detection.protos.RemapLabels.new_label', index=1,
      number=2, type=5, cpp_type=1, label=1,
      has_default_value=False, default_value=0,
      message_type=None, enum_type=None, containing_type=None,
      is_extension=False, extension_scope=None,
      serialized_options=None, file=DESCRIPTOR),
  ],
  extensions=[
  ],
  nested_types=[],
  enum_types=[
  ],
  serialized_options=None,
  is_extendable=False,
  syntax='proto2',
  extension_ranges=[],
  oneofs=[
  ],
  serialized_start=6649,
  serialized_end=6706,
)

_PREPROCESSINGSTEP.fields_by_name['normalize_image'].message_type = _NORMALIZEIMAGE
_PREPROCESSINGSTEP.fields_by_name['random_horizontal_flip'].message_type = _RANDOMHORIZONTALFLIP
_PREPROCESSINGSTEP.fields_by_name['random_pixel_value_scale'].message_type = _RANDOMPIXELVALUESCALE
_PREPROCESSINGSTEP.fields_by_name['random_image_scale'].message_type = _RANDOMIMAGESCALE
_PREPROCESSINGSTEP.fields_by_name['random_rgb_to_gray'].message_type = _RANDOMRGBTOGRAY
_PREPROCESSINGSTEP.fields_by_name['random_adjust_brightness'].message_type = _RANDOMADJUSTBRIGHTNESS
_PREPROCESSINGSTEP.fields_by_name['random_adjust_contrast'].message_type = _RANDOMADJUSTCONTRAST
_PREPROCESSINGSTEP.fields_by_name['random_adjust_hue'].message_type = _RANDOMADJUSTHUE
_PREPROCESSINGSTEP.fields_by_name['random_adjust_saturation'].message_type = _RANDOMADJUSTSATURATION
_PREPROCESSINGSTEP.fields_by_name['random_distort_color'].message_type = _RANDOMDISTORTCOLOR
_PREPROCESSINGSTEP.fields_by_name['random_jitter_boxes'].message_type = _RANDOMJITTERBOXES
_PREPROCESSINGSTEP.fields_by_name['random_crop_image'].message_type = _RANDOMCROPIMAGE
_PREPROCESSINGSTEP.fields_by_name['random_pad_image'].message_type = _RANDOMPADIMAGE
_PREPROCESSINGSTEP.fields_by_name['random_crop_pad_image'].message_type = _RANDOMCROPPADIMAGE
_PREPROCESSINGSTEP.fields_by_name['random_crop_to_aspect_ratio'].message_type = _RANDOMCROPTOASPECTRATIO
_PREPROCESSINGSTEP.fields_by_name['random_black_patches'].message_type = _RANDOMBLACKPATCHES
_PREPROCESSINGSTEP.fields_by_name['random_resize_method'].message_type = _RANDOMRESIZEMETHOD
_PREPROCESSINGSTEP.fields_by_name['scale_boxes_to_pixel_coordinates'].message_type = _SCALEBOXESTOPIXELCOORDINATES
_PREPROCESSINGSTEP.fields_by_name['resize_image'].message_type = _RESIZEIMAGE
_PREPROCESSINGSTEP.fields_by_name['subtract_channel_mean'].message_type = _SUBTRACTCHANNELMEAN
_PREPROCESSINGSTEP.fields_by_name['ssd_random_crop'].message_type = _SSDRANDOMCROP
_PREPROCESSINGSTEP.fields_by_name['ssd_random_crop_pad'].message_type = _SSDRANDOMCROPPAD
_PREPROCESSINGSTEP.fields_by_name['ssd_random_crop_fixed_aspect_ratio'].message_type = _SSDRANDOMCROPFIXEDASPECTRATIO
_PREPROCESSINGSTEP.fields_by_name['ssd_random_crop_pad_fixed_aspect_ratio'].message_type = _SSDRANDOMCROPPADFIXEDASPECTRATIO
_PREPROCESSINGSTEP.fields_by_name['random_vertical_flip'].message_type = _RANDOMVERTICALFLIP
_PREPROCESSINGSTEP.fields_by_name['random_rotation90'].message_type = _RANDOMROTATION90
_PREPROCESSINGSTEP.fields_by_name['rgb_to_gray'].message_type = _RGBTOGRAY
_PREPROCESSINGSTEP.fields_by_name['convert_class_logits_to_softmax'].message_type = _CONVERTCLASSLOGITSTOSOFTMAX
_PREPROCESSINGSTEP.fields_by_name['random_absolute_pad_image'].message_type = _RANDOMABSOLUTEPADIMAGE
_PREPROCESSINGSTEP.fields_by_name['random_self_concat_image'].message_type = _RANDOMSELFCONCATIMAGE
_PREPROCESSINGSTEP.fields_by_name['autoaugment_image'].message_type = _AUTOAUGMENTIMAGE
_PREPROCESSINGSTEP.fields_by_name['drop_label_probabilistically'].message_type = _DROPLABELPROBABILISTICALLY
_PREPROCESSINGSTEP.fields_by_name['remap_labels'].message_type = _REMAPLABELS
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['normalize_image'])
_PREPROCESSINGSTEP.fields_by_name['normalize_image'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_horizontal_flip'])
_PREPROCESSINGSTEP.fields_by_name['random_horizontal_flip'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_pixel_value_scale'])
_PREPROCESSINGSTEP.fields_by_name['random_pixel_value_scale'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_image_scale'])
_PREPROCESSINGSTEP.fields_by_name['random_image_scale'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_rgb_to_gray'])
_PREPROCESSINGSTEP.fields_by_name['random_rgb_to_gray'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_adjust_brightness'])
_PREPROCESSINGSTEP.fields_by_name['random_adjust_brightness'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_adjust_contrast'])
_PREPROCESSINGSTEP.fields_by_name['random_adjust_contrast'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_adjust_hue'])
_PREPROCESSINGSTEP.fields_by_name['random_adjust_hue'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_adjust_saturation'])
_PREPROCESSINGSTEP.fields_by_name['random_adjust_saturation'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_distort_color'])
_PREPROCESSINGSTEP.fields_by_name['random_distort_color'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_jitter_boxes'])
_PREPROCESSINGSTEP.fields_by_name['random_jitter_boxes'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_crop_image'])
_PREPROCESSINGSTEP.fields_by_name['random_crop_image'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_pad_image'])
_PREPROCESSINGSTEP.fields_by_name['random_pad_image'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_crop_pad_image'])
_PREPROCESSINGSTEP.fields_by_name['random_crop_pad_image'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_crop_to_aspect_ratio'])
_PREPROCESSINGSTEP.fields_by_name['random_crop_to_aspect_ratio'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_black_patches'])
_PREPROCESSINGSTEP.fields_by_name['random_black_patches'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_resize_method'])
_PREPROCESSINGSTEP.fields_by_name['random_resize_method'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['scale_boxes_to_pixel_coordinates'])
_PREPROCESSINGSTEP.fields_by_name['scale_boxes_to_pixel_coordinates'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['resize_image'])
_PREPROCESSINGSTEP.fields_by_name['resize_image'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['subtract_channel_mean'])
_PREPROCESSINGSTEP.fields_by_name['subtract_channel_mean'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['ssd_random_crop'])
_PREPROCESSINGSTEP.fields_by_name['ssd_random_crop'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['ssd_random_crop_pad'])
_PREPROCESSINGSTEP.fields_by_name['ssd_random_crop_pad'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['ssd_random_crop_fixed_aspect_ratio'])
_PREPROCESSINGSTEP.fields_by_name['ssd_random_crop_fixed_aspect_ratio'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['ssd_random_crop_pad_fixed_aspect_ratio'])
_PREPROCESSINGSTEP.fields_by_name['ssd_random_crop_pad_fixed_aspect_ratio'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_vertical_flip'])
_PREPROCESSINGSTEP.fields_by_name['random_vertical_flip'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_rotation90'])
_PREPROCESSINGSTEP.fields_by_name['random_rotation90'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['rgb_to_gray'])
_PREPROCESSINGSTEP.fields_by_name['rgb_to_gray'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['convert_class_logits_to_softmax'])
_PREPROCESSINGSTEP.fields_by_name['convert_class_logits_to_softmax'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_absolute_pad_image'])
_PREPROCESSINGSTEP.fields_by_name['random_absolute_pad_image'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['random_self_concat_image'])
_PREPROCESSINGSTEP.fields_by_name['random_self_concat_image'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['autoaugment_image'])
_PREPROCESSINGSTEP.fields_by_name['autoaugment_image'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['drop_label_probabilistically'])
_PREPROCESSINGSTEP.fields_by_name['drop_label_probabilistically'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step'].fields.append(
  _PREPROCESSINGSTEP.fields_by_name['remap_labels'])
_PREPROCESSINGSTEP.fields_by_name['remap_labels'].containing_oneof = _PREPROCESSINGSTEP.oneofs_by_name['preprocessing_step']
_RESIZEIMAGE.fields_by_name['method'].enum_type = _RESIZEIMAGE_METHOD
_RESIZEIMAGE_METHOD.containing_type = _RESIZEIMAGE
_SSDRANDOMCROP.fields_by_name['operations'].message_type = _SSDRANDOMCROPOPERATION
_SSDRANDOMCROPPAD.fields_by_name['operations'].message_type = _SSDRANDOMCROPPADOPERATION
_SSDRANDOMCROPFIXEDASPECTRATIO.fields_by_name['operations'].message_type = _SSDRANDOMCROPFIXEDASPECTRATIOOPERATION
_SSDRANDOMCROPPADFIXEDASPECTRATIO.fields_by_name['operations'].message_type = _SSDRANDOMCROPPADFIXEDASPECTRATIOOPERATION
DESCRIPTOR.message_types_by_name['PreprocessingStep'] = _PREPROCESSINGSTEP
DESCRIPTOR.message_types_by_name['NormalizeImage'] = _NORMALIZEIMAGE
DESCRIPTOR.message_types_by_name['RandomHorizontalFlip'] = _RANDOMHORIZONTALFLIP
DESCRIPTOR.message_types_by_name['RandomVerticalFlip'] = _RANDOMVERTICALFLIP
DESCRIPTOR.message_types_by_name['RandomRotation90'] = _RANDOMROTATION90
DESCRIPTOR.message_types_by_name['RandomPixelValueScale'] = _RANDOMPIXELVALUESCALE
DESCRIPTOR.message_types_by_name['RandomImageScale'] = _RANDOMIMAGESCALE
DESCRIPTOR.message_types_by_name['RandomRGBtoGray'] = _RANDOMRGBTOGRAY
DESCRIPTOR.message_types_by_name['RandomAdjustBrightness'] = _RANDOMADJUSTBRIGHTNESS
DESCRIPTOR.message_types_by_name['RandomAdjustContrast'] = _RANDOMADJUSTCONTRAST
DESCRIPTOR.message_types_by_name['RandomAdjustHue'] = _RANDOMADJUSTHUE
DESCRIPTOR.message_types_by_name['RandomAdjustSaturation'] = _RANDOMADJUSTSATURATION
DESCRIPTOR.message_types_by_name['RandomDistortColor'] = _RANDOMDISTORTCOLOR
DESCRIPTOR.message_types_by_name['RandomJitterBoxes'] = _RANDOMJITTERBOXES
DESCRIPTOR.message_types_by_name['RandomCropImage'] = _RANDOMCROPIMAGE
DESCRIPTOR.message_types_by_name['RandomPadImage'] = _RANDOMPADIMAGE
DESCRIPTOR.message_types_by_name['RandomAbsolutePadImage'] = _RANDOMABSOLUTEPADIMAGE
DESCRIPTOR.message_types_by_name['RandomCropPadImage'] = _RANDOMCROPPADIMAGE
DESCRIPTOR.message_types_by_name['RandomCropToAspectRatio'] = _RANDOMCROPTOASPECTRATIO
DESCRIPTOR.message_types_by_name['RandomBlackPatches'] = _RANDOMBLACKPATCHES
DESCRIPTOR.message_types_by_name['RandomResizeMethod'] = _RANDOMRESIZEMETHOD
DESCRIPTOR.message_types_by_name['RGBtoGray'] = _RGBTOGRAY
DESCRIPTOR.message_types_by_name['ScaleBoxesToPixelCoordinates'] = _SCALEBOXESTOPIXELCOORDINATES
DESCRIPTOR.message_types_by_name['ResizeImage'] = _RESIZEIMAGE
DESCRIPTOR.message_types_by_name['SubtractChannelMean'] = _SUBTRACTCHANNELMEAN
DESCRIPTOR.message_types_by_name['SSDRandomCropOperation'] = _SSDRANDOMCROPOPERATION
DESCRIPTOR.message_types_by_name['SSDRandomCrop'] = _SSDRANDOMCROP
DESCRIPTOR.message_types_by_name['SSDRandomCropPadOperation'] = _SSDRANDOMCROPPADOPERATION
DESCRIPTOR.message_types_by_name['SSDRandomCropPad'] = _SSDRANDOMCROPPAD
DESCRIPTOR.message_types_by_name['SSDRandomCropFixedAspectRatioOperation'] = _SSDRANDOMCROPFIXEDASPECTRATIOOPERATION
DESCRIPTOR.message_types_by_name['SSDRandomCropFixedAspectRatio'] = _SSDRANDOMCROPFIXEDASPECTRATIO
DESCRIPTOR.message_types_by_name['SSDRandomCropPadFixedAspectRatioOperation'] = _SSDRANDOMCROPPADFIXEDASPECTRATIOOPERATION
DESCRIPTOR.message_types_by_name['SSDRandomCropPadFixedAspectRatio'] = _SSDRANDOMCROPPADFIXEDASPECTRATIO
DESCRIPTOR.message_types_by_name['ConvertClassLogitsToSoftmax'] = _CONVERTCLASSLOGITSTOSOFTMAX
DESCRIPTOR.message_types_by_name['RandomSelfConcatImage'] = _RANDOMSELFCONCATIMAGE
DESCRIPTOR.message_types_by_name['AutoAugmentImage'] = _AUTOAUGMENTIMAGE
DESCRIPTOR.message_types_by_name['DropLabelProbabilistically'] = _DROPLABELPROBABILISTICALLY
DESCRIPTOR.message_types_by_name['RemapLabels'] = _REMAPLABELS
_sym_db.RegisterFileDescriptor(DESCRIPTOR)

PreprocessingStep = _reflection.GeneratedProtocolMessageType('PreprocessingStep', (_message.Message,), dict(
  DESCRIPTOR = _PREPROCESSINGSTEP,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.PreprocessingStep)
  ))
_sym_db.RegisterMessage(PreprocessingStep)

NormalizeImage = _reflection.GeneratedProtocolMessageType('NormalizeImage', (_message.Message,), dict(
  DESCRIPTOR = _NORMALIZEIMAGE,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.NormalizeImage)
  ))
_sym_db.RegisterMessage(NormalizeImage)

RandomHorizontalFlip = _reflection.GeneratedProtocolMessageType('RandomHorizontalFlip', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMHORIZONTALFLIP,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomHorizontalFlip)
  ))
_sym_db.RegisterMessage(RandomHorizontalFlip)

RandomVerticalFlip = _reflection.GeneratedProtocolMessageType('RandomVerticalFlip', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMVERTICALFLIP,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomVerticalFlip)
  ))
_sym_db.RegisterMessage(RandomVerticalFlip)

RandomRotation90 = _reflection.GeneratedProtocolMessageType('RandomRotation90', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMROTATION90,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomRotation90)
  ))
_sym_db.RegisterMessage(RandomRotation90)

RandomPixelValueScale = _reflection.GeneratedProtocolMessageType('RandomPixelValueScale', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMPIXELVALUESCALE,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomPixelValueScale)
  ))
_sym_db.RegisterMessage(RandomPixelValueScale)

RandomImageScale = _reflection.GeneratedProtocolMessageType('RandomImageScale', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMIMAGESCALE,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomImageScale)
  ))
_sym_db.RegisterMessage(RandomImageScale)

RandomRGBtoGray = _reflection.GeneratedProtocolMessageType('RandomRGBtoGray', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMRGBTOGRAY,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomRGBtoGray)
  ))
_sym_db.RegisterMessage(RandomRGBtoGray)

RandomAdjustBrightness = _reflection.GeneratedProtocolMessageType('RandomAdjustBrightness', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMADJUSTBRIGHTNESS,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomAdjustBrightness)
  ))
_sym_db.RegisterMessage(RandomAdjustBrightness)

RandomAdjustContrast = _reflection.GeneratedProtocolMessageType('RandomAdjustContrast', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMADJUSTCONTRAST,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomAdjustContrast)
  ))
_sym_db.RegisterMessage(RandomAdjustContrast)

RandomAdjustHue = _reflection.GeneratedProtocolMessageType('RandomAdjustHue', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMADJUSTHUE,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomAdjustHue)
  ))
_sym_db.RegisterMessage(RandomAdjustHue)

RandomAdjustSaturation = _reflection.GeneratedProtocolMessageType('RandomAdjustSaturation', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMADJUSTSATURATION,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomAdjustSaturation)
  ))
_sym_db.RegisterMessage(RandomAdjustSaturation)

RandomDistortColor = _reflection.GeneratedProtocolMessageType('RandomDistortColor', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMDISTORTCOLOR,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomDistortColor)
  ))
_sym_db.RegisterMessage(RandomDistortColor)

RandomJitterBoxes = _reflection.GeneratedProtocolMessageType('RandomJitterBoxes', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMJITTERBOXES,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomJitterBoxes)
  ))
_sym_db.RegisterMessage(RandomJitterBoxes)

RandomCropImage = _reflection.GeneratedProtocolMessageType('RandomCropImage', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMCROPIMAGE,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomCropImage)
  ))
_sym_db.RegisterMessage(RandomCropImage)

RandomPadImage = _reflection.GeneratedProtocolMessageType('RandomPadImage', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMPADIMAGE,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomPadImage)
  ))
_sym_db.RegisterMessage(RandomPadImage)

RandomAbsolutePadImage = _reflection.GeneratedProtocolMessageType('RandomAbsolutePadImage', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMABSOLUTEPADIMAGE,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomAbsolutePadImage)
  ))
_sym_db.RegisterMessage(RandomAbsolutePadImage)

RandomCropPadImage = _reflection.GeneratedProtocolMessageType('RandomCropPadImage', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMCROPPADIMAGE,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomCropPadImage)
  ))
_sym_db.RegisterMessage(RandomCropPadImage)

RandomCropToAspectRatio = _reflection.GeneratedProtocolMessageType('RandomCropToAspectRatio', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMCROPTOASPECTRATIO,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomCropToAspectRatio)
  ))
_sym_db.RegisterMessage(RandomCropToAspectRatio)

RandomBlackPatches = _reflection.GeneratedProtocolMessageType('RandomBlackPatches', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMBLACKPATCHES,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomBlackPatches)
  ))
_sym_db.RegisterMessage(RandomBlackPatches)

RandomResizeMethod = _reflection.GeneratedProtocolMessageType('RandomResizeMethod', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMRESIZEMETHOD,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomResizeMethod)
  ))
_sym_db.RegisterMessage(RandomResizeMethod)

RGBtoGray = _reflection.GeneratedProtocolMessageType('RGBtoGray', (_message.Message,), dict(
  DESCRIPTOR = _RGBTOGRAY,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RGBtoGray)
  ))
_sym_db.RegisterMessage(RGBtoGray)

ScaleBoxesToPixelCoordinates = _reflection.GeneratedProtocolMessageType('ScaleBoxesToPixelCoordinates', (_message.Message,), dict(
  DESCRIPTOR = _SCALEBOXESTOPIXELCOORDINATES,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.ScaleBoxesToPixelCoordinates)
  ))
_sym_db.RegisterMessage(ScaleBoxesToPixelCoordinates)

ResizeImage = _reflection.GeneratedProtocolMessageType('ResizeImage', (_message.Message,), dict(
  DESCRIPTOR = _RESIZEIMAGE,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.ResizeImage)
  ))
_sym_db.RegisterMessage(ResizeImage)

SubtractChannelMean = _reflection.GeneratedProtocolMessageType('SubtractChannelMean', (_message.Message,), dict(
  DESCRIPTOR = _SUBTRACTCHANNELMEAN,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.SubtractChannelMean)
  ))
_sym_db.RegisterMessage(SubtractChannelMean)

SSDRandomCropOperation = _reflection.GeneratedProtocolMessageType('SSDRandomCropOperation', (_message.Message,), dict(
  DESCRIPTOR = _SSDRANDOMCROPOPERATION,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.SSDRandomCropOperation)
  ))
_sym_db.RegisterMessage(SSDRandomCropOperation)

SSDRandomCrop = _reflection.GeneratedProtocolMessageType('SSDRandomCrop', (_message.Message,), dict(
  DESCRIPTOR = _SSDRANDOMCROP,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.SSDRandomCrop)
  ))
_sym_db.RegisterMessage(SSDRandomCrop)

SSDRandomCropPadOperation = _reflection.GeneratedProtocolMessageType('SSDRandomCropPadOperation', (_message.Message,), dict(
  DESCRIPTOR = _SSDRANDOMCROPPADOPERATION,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.SSDRandomCropPadOperation)
  ))
_sym_db.RegisterMessage(SSDRandomCropPadOperation)

SSDRandomCropPad = _reflection.GeneratedProtocolMessageType('SSDRandomCropPad', (_message.Message,), dict(
  DESCRIPTOR = _SSDRANDOMCROPPAD,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.SSDRandomCropPad)
  ))
_sym_db.RegisterMessage(SSDRandomCropPad)

SSDRandomCropFixedAspectRatioOperation = _reflection.GeneratedProtocolMessageType('SSDRandomCropFixedAspectRatioOperation', (_message.Message,), dict(
  DESCRIPTOR = _SSDRANDOMCROPFIXEDASPECTRATIOOPERATION,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.SSDRandomCropFixedAspectRatioOperation)
  ))
_sym_db.RegisterMessage(SSDRandomCropFixedAspectRatioOperation)

SSDRandomCropFixedAspectRatio = _reflection.GeneratedProtocolMessageType('SSDRandomCropFixedAspectRatio', (_message.Message,), dict(
  DESCRIPTOR = _SSDRANDOMCROPFIXEDASPECTRATIO,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.SSDRandomCropFixedAspectRatio)
  ))
_sym_db.RegisterMessage(SSDRandomCropFixedAspectRatio)

SSDRandomCropPadFixedAspectRatioOperation = _reflection.GeneratedProtocolMessageType('SSDRandomCropPadFixedAspectRatioOperation', (_message.Message,), dict(
  DESCRIPTOR = _SSDRANDOMCROPPADFIXEDASPECTRATIOOPERATION,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.SSDRandomCropPadFixedAspectRatioOperation)
  ))
_sym_db.RegisterMessage(SSDRandomCropPadFixedAspectRatioOperation)

SSDRandomCropPadFixedAspectRatio = _reflection.GeneratedProtocolMessageType('SSDRandomCropPadFixedAspectRatio', (_message.Message,), dict(
  DESCRIPTOR = _SSDRANDOMCROPPADFIXEDASPECTRATIO,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.SSDRandomCropPadFixedAspectRatio)
  ))
_sym_db.RegisterMessage(SSDRandomCropPadFixedAspectRatio)

ConvertClassLogitsToSoftmax = _reflection.GeneratedProtocolMessageType('ConvertClassLogitsToSoftmax', (_message.Message,), dict(
  DESCRIPTOR = _CONVERTCLASSLOGITSTOSOFTMAX,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.ConvertClassLogitsToSoftmax)
  ))
_sym_db.RegisterMessage(ConvertClassLogitsToSoftmax)

RandomSelfConcatImage = _reflection.GeneratedProtocolMessageType('RandomSelfConcatImage', (_message.Message,), dict(
  DESCRIPTOR = _RANDOMSELFCONCATIMAGE,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RandomSelfConcatImage)
  ))
_sym_db.RegisterMessage(RandomSelfConcatImage)

AutoAugmentImage = _reflection.GeneratedProtocolMessageType('AutoAugmentImage', (_message.Message,), dict(
  DESCRIPTOR = _AUTOAUGMENTIMAGE,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.AutoAugmentImage)
  ))
_sym_db.RegisterMessage(AutoAugmentImage)

DropLabelProbabilistically = _reflection.GeneratedProtocolMessageType('DropLabelProbabilistically', (_message.Message,), dict(
  DESCRIPTOR = _DROPLABELPROBABILISTICALLY,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.DropLabelProbabilistically)
  ))
_sym_db.RegisterMessage(DropLabelProbabilistically)

RemapLabels = _reflection.GeneratedProtocolMessageType('RemapLabels', (_message.Message,), dict(
  DESCRIPTOR = _REMAPLABELS,
  __module__ = 'object_detection.protos.preprocessor_pb2'
  # @@protoc_insertion_point(class_scope:object_detection.protos.RemapLabels)
  ))
_sym_db.RegisterMessage(RemapLabels)


# @@protoc_insertion_point(module_scope)
