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losses_pb2.py
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losses_pb2.py
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# Generated by the protocol buffer compiler. DO NOT EDIT!
# source: object_detection/protos/losses.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
from google.protobuf import descriptor_pb2
# @@protoc_insertion_point(imports)
_sym_db = _symbol_database.Default()
DESCRIPTOR = _descriptor.FileDescriptor(
name='object_detection/protos/losses.proto',
package='object_detection.protos',
serialized_pb=_b('\n$object_detection/protos/losses.proto\x12\x17object_detection.protos\"\x9f\x02\n\x04Loss\x12\x44\n\x11localization_loss\x18\x01 \x01(\x0b\x32).object_detection.protos.LocalizationLoss\x12H\n\x13\x63lassification_loss\x18\x02 \x01(\x0b\x32+.object_detection.protos.ClassificationLoss\x12\x45\n\x12hard_example_miner\x18\x03 \x01(\x0b\x32).object_detection.protos.HardExampleMiner\x12 \n\x15\x63lassification_weight\x18\x04 \x01(\x02:\x01\x31\x12\x1e\n\x13localization_weight\x18\x05 \x01(\x02:\x01\x31\"\x9a\x02\n\x10LocalizationLoss\x12J\n\x0bweighted_l2\x18\x01 \x01(\x0b\x32\x33.object_detection.protos.WeightedL2LocalizationLossH\x00\x12W\n\x12weighted_smooth_l1\x18\x02 \x01(\x0b\x32\x39.object_detection.protos.WeightedSmoothL1LocalizationLossH\x00\x12L\n\x0cweighted_iou\x18\x03 \x01(\x0b\x32\x34.object_detection.protos.WeightedIOULocalizationLossH\x00\x42\x13\n\x11localization_loss\">\n\x1aWeightedL2LocalizationLoss\x12 \n\x11\x61nchorwise_output\x18\x01 \x01(\x08:\x05\x66\x61lse\"D\n WeightedSmoothL1LocalizationLoss\x12 \n\x11\x61nchorwise_output\x18\x01 \x01(\x08:\x05\x66\x61lse\"\x1d\n\x1bWeightedIOULocalizationLoss\"\x96\x03\n\x12\x43lassificationLoss\x12V\n\x10weighted_sigmoid\x18\x01 \x01(\x0b\x32:.object_detection.protos.WeightedSigmoidClassificationLossH\x00\x12V\n\x10weighted_softmax\x18\x02 \x01(\x0b\x32:.object_detection.protos.WeightedSoftmaxClassificationLossH\x00\x12^\n\x14\x62ootstrapped_sigmoid\x18\x03 \x01(\x0b\x32>.object_detection.protos.BootstrappedSigmoidClassificationLossH\x00\x12Y\n\x16weighted_sigmoid_focal\x18\x04 \x01(\x0b\x32\x37.object_detection.protos.SigmoidFocalClassificationLossH\x00\x42\x15\n\x13\x63lassification_loss\"E\n!WeightedSigmoidClassificationLoss\x12 \n\x11\x61nchorwise_output\x18\x01 \x01(\x08:\x05\x66\x61lse\"c\n\x1eSigmoidFocalClassificationLoss\x12 \n\x11\x61nchorwise_output\x18\x01 \x01(\x08:\x05\x66\x61lse\x12\x10\n\x05gamma\x18\x02 \x01(\x02:\x01\x32\x12\r\n\x05\x61lpha\x18\x03 \x01(\x02\"]\n!WeightedSoftmaxClassificationLoss\x12 \n\x11\x61nchorwise_output\x18\x01 \x01(\x08:\x05\x66\x61lse\x12\x16\n\x0blogit_scale\x18\x02 \x01(\x02:\x01\x31\"w\n%BootstrappedSigmoidClassificationLoss\x12\r\n\x05\x61lpha\x18\x01 \x01(\x02\x12\x1d\n\x0ehard_bootstrap\x18\x02 \x01(\x08:\x05\x66\x61lse\x12 \n\x11\x61nchorwise_output\x18\x03 \x01(\x08:\x05\x66\x61lse\"\xa1\x02\n\x10HardExampleMiner\x12\x1d\n\x11num_hard_examples\x18\x01 \x01(\x05:\x02\x36\x34\x12\x1a\n\riou_threshold\x18\x02 \x01(\x02:\x03\x30.7\x12K\n\tloss_type\x18\x03 \x01(\x0e\x32\x32.object_detection.protos.HardExampleMiner.LossType:\x04\x42OTH\x12%\n\x1amax_negatives_per_positive\x18\x04 \x01(\x05:\x01\x30\x12\"\n\x17min_negatives_per_image\x18\x05 \x01(\x05:\x01\x30\":\n\x08LossType\x12\x08\n\x04\x42OTH\x10\x00\x12\x12\n\x0e\x43LASSIFICATION\x10\x01\x12\x10\n\x0cLOCALIZATION\x10\x02')
)
_sym_db.RegisterFileDescriptor(DESCRIPTOR)
_HARDEXAMPLEMINER_LOSSTYPE = _descriptor.EnumDescriptor(
name='LossType',
full_name='object_detection.protos.HardExampleMiner.LossType',
filename=None,
file=DESCRIPTOR,
values=[
_descriptor.EnumValueDescriptor(
name='BOTH', index=0, number=0,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='CLASSIFICATION', index=1, number=1,
options=None,
type=None),
_descriptor.EnumValueDescriptor(
name='LOCALIZATION', index=2, number=2,
options=None,
type=None),
],
containing_type=None,
options=None,
serialized_start=1834,
serialized_end=1892,
)
_sym_db.RegisterEnumDescriptor(_HARDEXAMPLEMINER_LOSSTYPE)
_LOSS = _descriptor.Descriptor(
name='Loss',
full_name='object_detection.protos.Loss',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='localization_loss', full_name='object_detection.protos.Loss.localization_loss', 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,
options=None),
_descriptor.FieldDescriptor(
name='classification_loss', full_name='object_detection.protos.Loss.classification_loss', 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,
options=None),
_descriptor.FieldDescriptor(
name='hard_example_miner', full_name='object_detection.protos.Loss.hard_example_miner', 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,
options=None),
_descriptor.FieldDescriptor(
name='classification_weight', full_name='object_detection.protos.Loss.classification_weight', index=3,
number=4, type=2, cpp_type=6, label=1,
has_default_value=True, default_value=1,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='localization_weight', full_name='object_detection.protos.Loss.localization_weight', index=4,
number=5, type=2, cpp_type=6, label=1,
has_default_value=True, default_value=1,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
extension_ranges=[],
oneofs=[
],
serialized_start=66,
serialized_end=353,
)
_LOCALIZATIONLOSS = _descriptor.Descriptor(
name='LocalizationLoss',
full_name='object_detection.protos.LocalizationLoss',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='weighted_l2', full_name='object_detection.protos.LocalizationLoss.weighted_l2', 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,
options=None),
_descriptor.FieldDescriptor(
name='weighted_smooth_l1', full_name='object_detection.protos.LocalizationLoss.weighted_smooth_l1', 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,
options=None),
_descriptor.FieldDescriptor(
name='weighted_iou', full_name='object_detection.protos.LocalizationLoss.weighted_iou', 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,
options=None),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
extension_ranges=[],
oneofs=[
_descriptor.OneofDescriptor(
name='localization_loss', full_name='object_detection.protos.LocalizationLoss.localization_loss',
index=0, containing_type=None, fields=[]),
],
serialized_start=356,
serialized_end=638,
)
_WEIGHTEDL2LOCALIZATIONLOSS = _descriptor.Descriptor(
name='WeightedL2LocalizationLoss',
full_name='object_detection.protos.WeightedL2LocalizationLoss',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='anchorwise_output', full_name='object_detection.protos.WeightedL2LocalizationLoss.anchorwise_output', index=0,
number=1, type=8, cpp_type=7, label=1,
has_default_value=True, default_value=False,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
extension_ranges=[],
oneofs=[
],
serialized_start=640,
serialized_end=702,
)
_WEIGHTEDSMOOTHL1LOCALIZATIONLOSS = _descriptor.Descriptor(
name='WeightedSmoothL1LocalizationLoss',
full_name='object_detection.protos.WeightedSmoothL1LocalizationLoss',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='anchorwise_output', full_name='object_detection.protos.WeightedSmoothL1LocalizationLoss.anchorwise_output', index=0,
number=1, type=8, cpp_type=7, label=1,
has_default_value=True, default_value=False,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
extension_ranges=[],
oneofs=[
],
serialized_start=704,
serialized_end=772,
)
_WEIGHTEDIOULOCALIZATIONLOSS = _descriptor.Descriptor(
name='WeightedIOULocalizationLoss',
full_name='object_detection.protos.WeightedIOULocalizationLoss',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
extension_ranges=[],
oneofs=[
],
serialized_start=774,
serialized_end=803,
)
_CLASSIFICATIONLOSS = _descriptor.Descriptor(
name='ClassificationLoss',
full_name='object_detection.protos.ClassificationLoss',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='weighted_sigmoid', full_name='object_detection.protos.ClassificationLoss.weighted_sigmoid', 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,
options=None),
_descriptor.FieldDescriptor(
name='weighted_softmax', full_name='object_detection.protos.ClassificationLoss.weighted_softmax', 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,
options=None),
_descriptor.FieldDescriptor(
name='bootstrapped_sigmoid', full_name='object_detection.protos.ClassificationLoss.bootstrapped_sigmoid', 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,
options=None),
_descriptor.FieldDescriptor(
name='weighted_sigmoid_focal', full_name='object_detection.protos.ClassificationLoss.weighted_sigmoid_focal', 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,
options=None),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
extension_ranges=[],
oneofs=[
_descriptor.OneofDescriptor(
name='classification_loss', full_name='object_detection.protos.ClassificationLoss.classification_loss',
index=0, containing_type=None, fields=[]),
],
serialized_start=806,
serialized_end=1212,
)
_WEIGHTEDSIGMOIDCLASSIFICATIONLOSS = _descriptor.Descriptor(
name='WeightedSigmoidClassificationLoss',
full_name='object_detection.protos.WeightedSigmoidClassificationLoss',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='anchorwise_output', full_name='object_detection.protos.WeightedSigmoidClassificationLoss.anchorwise_output', index=0,
number=1, type=8, cpp_type=7, label=1,
has_default_value=True, default_value=False,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
extension_ranges=[],
oneofs=[
],
serialized_start=1214,
serialized_end=1283,
)
_SIGMOIDFOCALCLASSIFICATIONLOSS = _descriptor.Descriptor(
name='SigmoidFocalClassificationLoss',
full_name='object_detection.protos.SigmoidFocalClassificationLoss',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='anchorwise_output', full_name='object_detection.protos.SigmoidFocalClassificationLoss.anchorwise_output', index=0,
number=1, type=8, cpp_type=7, label=1,
has_default_value=True, default_value=False,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='gamma', full_name='object_detection.protos.SigmoidFocalClassificationLoss.gamma', index=1,
number=2, type=2, cpp_type=6, label=1,
has_default_value=True, default_value=2,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='alpha', full_name='object_detection.protos.SigmoidFocalClassificationLoss.alpha', index=2,
number=3, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
extension_ranges=[],
oneofs=[
],
serialized_start=1285,
serialized_end=1384,
)
_WEIGHTEDSOFTMAXCLASSIFICATIONLOSS = _descriptor.Descriptor(
name='WeightedSoftmaxClassificationLoss',
full_name='object_detection.protos.WeightedSoftmaxClassificationLoss',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='anchorwise_output', full_name='object_detection.protos.WeightedSoftmaxClassificationLoss.anchorwise_output', index=0,
number=1, type=8, cpp_type=7, label=1,
has_default_value=True, default_value=False,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='logit_scale', full_name='object_detection.protos.WeightedSoftmaxClassificationLoss.logit_scale', index=1,
number=2, type=2, cpp_type=6, label=1,
has_default_value=True, default_value=1,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
extension_ranges=[],
oneofs=[
],
serialized_start=1386,
serialized_end=1479,
)
_BOOTSTRAPPEDSIGMOIDCLASSIFICATIONLOSS = _descriptor.Descriptor(
name='BootstrappedSigmoidClassificationLoss',
full_name='object_detection.protos.BootstrappedSigmoidClassificationLoss',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='alpha', full_name='object_detection.protos.BootstrappedSigmoidClassificationLoss.alpha', index=0,
number=1, type=2, cpp_type=6, label=1,
has_default_value=False, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='hard_bootstrap', full_name='object_detection.protos.BootstrappedSigmoidClassificationLoss.hard_bootstrap', index=1,
number=2, type=8, cpp_type=7, label=1,
has_default_value=True, default_value=False,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='anchorwise_output', full_name='object_detection.protos.BootstrappedSigmoidClassificationLoss.anchorwise_output', index=2,
number=3, type=8, cpp_type=7, label=1,
has_default_value=True, default_value=False,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
],
extensions=[
],
nested_types=[],
enum_types=[
],
options=None,
is_extendable=False,
extension_ranges=[],
oneofs=[
],
serialized_start=1481,
serialized_end=1600,
)
_HARDEXAMPLEMINER = _descriptor.Descriptor(
name='HardExampleMiner',
full_name='object_detection.protos.HardExampleMiner',
filename=None,
file=DESCRIPTOR,
containing_type=None,
fields=[
_descriptor.FieldDescriptor(
name='num_hard_examples', full_name='object_detection.protos.HardExampleMiner.num_hard_examples', index=0,
number=1, type=5, cpp_type=1, label=1,
has_default_value=True, default_value=64,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='iou_threshold', full_name='object_detection.protos.HardExampleMiner.iou_threshold', index=1,
number=2, type=2, cpp_type=6, label=1,
has_default_value=True, default_value=0.7,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='loss_type', full_name='object_detection.protos.HardExampleMiner.loss_type', index=2,
number=3, type=14, cpp_type=8, label=1,
has_default_value=True, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='max_negatives_per_positive', full_name='object_detection.protos.HardExampleMiner.max_negatives_per_positive', index=3,
number=4, type=5, cpp_type=1, label=1,
has_default_value=True, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
_descriptor.FieldDescriptor(
name='min_negatives_per_image', full_name='object_detection.protos.HardExampleMiner.min_negatives_per_image', index=4,
number=5, type=5, cpp_type=1, label=1,
has_default_value=True, default_value=0,
message_type=None, enum_type=None, containing_type=None,
is_extension=False, extension_scope=None,
options=None),
],
extensions=[
],
nested_types=[],
enum_types=[
_HARDEXAMPLEMINER_LOSSTYPE,
],
options=None,
is_extendable=False,
extension_ranges=[],
oneofs=[
],
serialized_start=1603,
serialized_end=1892,
)
_LOSS.fields_by_name['localization_loss'].message_type = _LOCALIZATIONLOSS
_LOSS.fields_by_name['classification_loss'].message_type = _CLASSIFICATIONLOSS
_LOSS.fields_by_name['hard_example_miner'].message_type = _HARDEXAMPLEMINER
_LOCALIZATIONLOSS.fields_by_name['weighted_l2'].message_type = _WEIGHTEDL2LOCALIZATIONLOSS
_LOCALIZATIONLOSS.fields_by_name['weighted_smooth_l1'].message_type = _WEIGHTEDSMOOTHL1LOCALIZATIONLOSS
_LOCALIZATIONLOSS.fields_by_name['weighted_iou'].message_type = _WEIGHTEDIOULOCALIZATIONLOSS
_LOCALIZATIONLOSS.oneofs_by_name['localization_loss'].fields.append(
_LOCALIZATIONLOSS.fields_by_name['weighted_l2'])
_LOCALIZATIONLOSS.fields_by_name['weighted_l2'].containing_oneof = _LOCALIZATIONLOSS.oneofs_by_name['localization_loss']
_LOCALIZATIONLOSS.oneofs_by_name['localization_loss'].fields.append(
_LOCALIZATIONLOSS.fields_by_name['weighted_smooth_l1'])
_LOCALIZATIONLOSS.fields_by_name['weighted_smooth_l1'].containing_oneof = _LOCALIZATIONLOSS.oneofs_by_name['localization_loss']
_LOCALIZATIONLOSS.oneofs_by_name['localization_loss'].fields.append(
_LOCALIZATIONLOSS.fields_by_name['weighted_iou'])
_LOCALIZATIONLOSS.fields_by_name['weighted_iou'].containing_oneof = _LOCALIZATIONLOSS.oneofs_by_name['localization_loss']
_CLASSIFICATIONLOSS.fields_by_name['weighted_sigmoid'].message_type = _WEIGHTEDSIGMOIDCLASSIFICATIONLOSS
_CLASSIFICATIONLOSS.fields_by_name['weighted_softmax'].message_type = _WEIGHTEDSOFTMAXCLASSIFICATIONLOSS
_CLASSIFICATIONLOSS.fields_by_name['bootstrapped_sigmoid'].message_type = _BOOTSTRAPPEDSIGMOIDCLASSIFICATIONLOSS
_CLASSIFICATIONLOSS.fields_by_name['weighted_sigmoid_focal'].message_type = _SIGMOIDFOCALCLASSIFICATIONLOSS
_CLASSIFICATIONLOSS.oneofs_by_name['classification_loss'].fields.append(
_CLASSIFICATIONLOSS.fields_by_name['weighted_sigmoid'])
_CLASSIFICATIONLOSS.fields_by_name['weighted_sigmoid'].containing_oneof = _CLASSIFICATIONLOSS.oneofs_by_name['classification_loss']
_CLASSIFICATIONLOSS.oneofs_by_name['classification_loss'].fields.append(
_CLASSIFICATIONLOSS.fields_by_name['weighted_softmax'])
_CLASSIFICATIONLOSS.fields_by_name['weighted_softmax'].containing_oneof = _CLASSIFICATIONLOSS.oneofs_by_name['classification_loss']
_CLASSIFICATIONLOSS.oneofs_by_name['classification_loss'].fields.append(
_CLASSIFICATIONLOSS.fields_by_name['bootstrapped_sigmoid'])
_CLASSIFICATIONLOSS.fields_by_name['bootstrapped_sigmoid'].containing_oneof = _CLASSIFICATIONLOSS.oneofs_by_name['classification_loss']
_CLASSIFICATIONLOSS.oneofs_by_name['classification_loss'].fields.append(
_CLASSIFICATIONLOSS.fields_by_name['weighted_sigmoid_focal'])
_CLASSIFICATIONLOSS.fields_by_name['weighted_sigmoid_focal'].containing_oneof = _CLASSIFICATIONLOSS.oneofs_by_name['classification_loss']
_HARDEXAMPLEMINER.fields_by_name['loss_type'].enum_type = _HARDEXAMPLEMINER_LOSSTYPE
_HARDEXAMPLEMINER_LOSSTYPE.containing_type = _HARDEXAMPLEMINER
DESCRIPTOR.message_types_by_name['Loss'] = _LOSS
DESCRIPTOR.message_types_by_name['LocalizationLoss'] = _LOCALIZATIONLOSS
DESCRIPTOR.message_types_by_name['WeightedL2LocalizationLoss'] = _WEIGHTEDL2LOCALIZATIONLOSS
DESCRIPTOR.message_types_by_name['WeightedSmoothL1LocalizationLoss'] = _WEIGHTEDSMOOTHL1LOCALIZATIONLOSS
DESCRIPTOR.message_types_by_name['WeightedIOULocalizationLoss'] = _WEIGHTEDIOULOCALIZATIONLOSS
DESCRIPTOR.message_types_by_name['ClassificationLoss'] = _CLASSIFICATIONLOSS
DESCRIPTOR.message_types_by_name['WeightedSigmoidClassificationLoss'] = _WEIGHTEDSIGMOIDCLASSIFICATIONLOSS
DESCRIPTOR.message_types_by_name['SigmoidFocalClassificationLoss'] = _SIGMOIDFOCALCLASSIFICATIONLOSS
DESCRIPTOR.message_types_by_name['WeightedSoftmaxClassificationLoss'] = _WEIGHTEDSOFTMAXCLASSIFICATIONLOSS
DESCRIPTOR.message_types_by_name['BootstrappedSigmoidClassificationLoss'] = _BOOTSTRAPPEDSIGMOIDCLASSIFICATIONLOSS
DESCRIPTOR.message_types_by_name['HardExampleMiner'] = _HARDEXAMPLEMINER
Loss = _reflection.GeneratedProtocolMessageType('Loss', (_message.Message,), dict(
DESCRIPTOR = _LOSS,
__module__ = 'object_detection.protos.losses_pb2'
# @@protoc_insertion_point(class_scope:object_detection.protos.Loss)
))
_sym_db.RegisterMessage(Loss)
LocalizationLoss = _reflection.GeneratedProtocolMessageType('LocalizationLoss', (_message.Message,), dict(
DESCRIPTOR = _LOCALIZATIONLOSS,
__module__ = 'object_detection.protos.losses_pb2'
# @@protoc_insertion_point(class_scope:object_detection.protos.LocalizationLoss)
))
_sym_db.RegisterMessage(LocalizationLoss)
WeightedL2LocalizationLoss = _reflection.GeneratedProtocolMessageType('WeightedL2LocalizationLoss', (_message.Message,), dict(
DESCRIPTOR = _WEIGHTEDL2LOCALIZATIONLOSS,
__module__ = 'object_detection.protos.losses_pb2'
# @@protoc_insertion_point(class_scope:object_detection.protos.WeightedL2LocalizationLoss)
))
_sym_db.RegisterMessage(WeightedL2LocalizationLoss)
WeightedSmoothL1LocalizationLoss = _reflection.GeneratedProtocolMessageType('WeightedSmoothL1LocalizationLoss', (_message.Message,), dict(
DESCRIPTOR = _WEIGHTEDSMOOTHL1LOCALIZATIONLOSS,
__module__ = 'object_detection.protos.losses_pb2'
# @@protoc_insertion_point(class_scope:object_detection.protos.WeightedSmoothL1LocalizationLoss)
))
_sym_db.RegisterMessage(WeightedSmoothL1LocalizationLoss)
WeightedIOULocalizationLoss = _reflection.GeneratedProtocolMessageType('WeightedIOULocalizationLoss', (_message.Message,), dict(
DESCRIPTOR = _WEIGHTEDIOULOCALIZATIONLOSS,
__module__ = 'object_detection.protos.losses_pb2'
# @@protoc_insertion_point(class_scope:object_detection.protos.WeightedIOULocalizationLoss)
))
_sym_db.RegisterMessage(WeightedIOULocalizationLoss)
ClassificationLoss = _reflection.GeneratedProtocolMessageType('ClassificationLoss', (_message.Message,), dict(
DESCRIPTOR = _CLASSIFICATIONLOSS,
__module__ = 'object_detection.protos.losses_pb2'
# @@protoc_insertion_point(class_scope:object_detection.protos.ClassificationLoss)
))
_sym_db.RegisterMessage(ClassificationLoss)
WeightedSigmoidClassificationLoss = _reflection.GeneratedProtocolMessageType('WeightedSigmoidClassificationLoss', (_message.Message,), dict(
DESCRIPTOR = _WEIGHTEDSIGMOIDCLASSIFICATIONLOSS,
__module__ = 'object_detection.protos.losses_pb2'
# @@protoc_insertion_point(class_scope:object_detection.protos.WeightedSigmoidClassificationLoss)
))
_sym_db.RegisterMessage(WeightedSigmoidClassificationLoss)
SigmoidFocalClassificationLoss = _reflection.GeneratedProtocolMessageType('SigmoidFocalClassificationLoss', (_message.Message,), dict(
DESCRIPTOR = _SIGMOIDFOCALCLASSIFICATIONLOSS,
__module__ = 'object_detection.protos.losses_pb2'
# @@protoc_insertion_point(class_scope:object_detection.protos.SigmoidFocalClassificationLoss)
))
_sym_db.RegisterMessage(SigmoidFocalClassificationLoss)
WeightedSoftmaxClassificationLoss = _reflection.GeneratedProtocolMessageType('WeightedSoftmaxClassificationLoss', (_message.Message,), dict(
DESCRIPTOR = _WEIGHTEDSOFTMAXCLASSIFICATIONLOSS,
__module__ = 'object_detection.protos.losses_pb2'
# @@protoc_insertion_point(class_scope:object_detection.protos.WeightedSoftmaxClassificationLoss)
))
_sym_db.RegisterMessage(WeightedSoftmaxClassificationLoss)
BootstrappedSigmoidClassificationLoss = _reflection.GeneratedProtocolMessageType('BootstrappedSigmoidClassificationLoss', (_message.Message,), dict(
DESCRIPTOR = _BOOTSTRAPPEDSIGMOIDCLASSIFICATIONLOSS,
__module__ = 'object_detection.protos.losses_pb2'
# @@protoc_insertion_point(class_scope:object_detection.protos.BootstrappedSigmoidClassificationLoss)
))
_sym_db.RegisterMessage(BootstrappedSigmoidClassificationLoss)
HardExampleMiner = _reflection.GeneratedProtocolMessageType('HardExampleMiner', (_message.Message,), dict(
DESCRIPTOR = _HARDEXAMPLEMINER,
__module__ = 'object_detection.protos.losses_pb2'
# @@protoc_insertion_point(class_scope:object_detection.protos.HardExampleMiner)
))
_sym_db.RegisterMessage(HardExampleMiner)
# @@protoc_insertion_point(module_scope)