Python object_detection.protos.region_similarity_calculator_pb2.RegionSimilarityCalculator() Examples
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Example #1
Source File: region_similarity_calculator_builder_test.py From BMW-TensorFlow-Training-GUI with Apache License 2.0 | 5 votes |
def testBuildNegSqDistSimilarityCalculator(self): similarity_calc_text_proto = """ neg_sq_dist_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator. NegSqDistSimilarity))
Example #2
Source File: region_similarity_calculator_builder_test.py From MBMD with MIT License | 5 votes |
def testBuildIoaSimilarityCalculator(self): similarity_calc_text_proto = """ ioa_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IoaSimilarity))
Example #3
Source File: region_similarity_calculator_builder_test.py From Live-feed-object-device-identification-using-Tensorflow-and-OpenCV with Apache License 2.0 | 5 votes |
def testBuildNegSqDistSimilarityCalculator(self): similarity_calc_text_proto = """ neg_sq_dist_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator. NegSqDistSimilarity))
Example #4
Source File: region_similarity_calculator_builder_test.py From MBMD with MIT License | 5 votes |
def testBuildNegSqDistSimilarityCalculator(self): similarity_calc_text_proto = """ neg_sq_dist_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator. NegSqDistSimilarity))
Example #5
Source File: region_similarity_calculator_builder.py From Elphas with Apache License 2.0 | 5 votes |
def build(region_similarity_calculator_config): """Builds region similarity calculator based on the configuration. Builds one of [IouSimilarity, IoaSimilarity, NegSqDistSimilarity] objects. See core/region_similarity_calculator.proto for details. Args: region_similarity_calculator_config: RegionSimilarityCalculator configuration proto. Returns: region_similarity_calculator: RegionSimilarityCalculator object. Raises: ValueError: On unknown region similarity calculator. """ if not isinstance( region_similarity_calculator_config, region_similarity_calculator_pb2.RegionSimilarityCalculator): raise ValueError( 'region_similarity_calculator_config not of type ' 'region_similarity_calculator_pb2.RegionsSimilarityCalculator') similarity_calculator = region_similarity_calculator_config.WhichOneof( 'region_similarity') if similarity_calculator == 'iou_similarity': return region_similarity_calculator.IouSimilarity() if similarity_calculator == 'ioa_similarity': return region_similarity_calculator.IoaSimilarity() if similarity_calculator == 'neg_sq_dist_similarity': return region_similarity_calculator.NegSqDistSimilarity() raise ValueError('Unknown region similarity calculator.')
Example #6
Source File: region_similarity_calculator_builder_test.py From MBMD with MIT License | 5 votes |
def testBuildIouSimilarityCalculator(self): similarity_calc_text_proto = """ iou_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IouSimilarity))
Example #7
Source File: region_similarity_calculator_builder_test.py From object_detection_kitti with Apache License 2.0 | 5 votes |
def testBuildNegSqDistSimilarityCalculator(self): similarity_calc_text_proto = """ neg_sq_dist_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator. NegSqDistSimilarity))
Example #8
Source File: region_similarity_calculator_builder_test.py From object_detection_kitti with Apache License 2.0 | 5 votes |
def testBuildIouSimilarityCalculator(self): similarity_calc_text_proto = """ iou_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IouSimilarity))
Example #9
Source File: region_similarity_calculator_builder_test.py From object_detection_kitti with Apache License 2.0 | 5 votes |
def testBuildIoaSimilarityCalculator(self): similarity_calc_text_proto = """ ioa_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IoaSimilarity))
Example #10
Source File: region_similarity_calculator_builder.py From object_detection_kitti with Apache License 2.0 | 5 votes |
def build(region_similarity_calculator_config): """Builds region similarity calculator based on the configuration. Builds one of [IouSimilarity, IoaSimilarity, NegSqDistSimilarity] objects. See core/region_similarity_calculator.proto for details. Args: region_similarity_calculator_config: RegionSimilarityCalculator configuration proto. Returns: region_similarity_calculator: RegionSimilarityCalculator object. Raises: ValueError: On unknown region similarity calculator. """ if not isinstance( region_similarity_calculator_config, region_similarity_calculator_pb2.RegionSimilarityCalculator): raise ValueError( 'region_similarity_calculator_config not of type ' 'region_similarity_calculator_pb2.RegionsSimilarityCalculator') similarity_calculator = region_similarity_calculator_config.WhichOneof( 'region_similarity') if similarity_calculator == 'iou_similarity': return region_similarity_calculator.IouSimilarity() if similarity_calculator == 'ioa_similarity': return region_similarity_calculator.IoaSimilarity() if similarity_calculator == 'neg_sq_dist_similarity': return region_similarity_calculator.NegSqDistSimilarity() raise ValueError('Unknown region similarity calculator.')
Example #11
Source File: region_similarity_calculator_builder.py From MBMD with MIT License | 5 votes |
def build(region_similarity_calculator_config): """Builds region similarity calculator based on the configuration. Builds one of [IouSimilarity, IoaSimilarity, NegSqDistSimilarity] objects. See core/region_similarity_calculator.proto for details. Args: region_similarity_calculator_config: RegionSimilarityCalculator configuration proto. Returns: region_similarity_calculator: RegionSimilarityCalculator object. Raises: ValueError: On unknown region similarity calculator. """ if not isinstance( region_similarity_calculator_config, region_similarity_calculator_pb2.RegionSimilarityCalculator): raise ValueError( 'region_similarity_calculator_config not of type ' 'region_similarity_calculator_pb2.RegionsSimilarityCalculator') similarity_calculator = region_similarity_calculator_config.WhichOneof( 'region_similarity') if similarity_calculator == 'iou_similarity': return region_similarity_calculator.IouSimilarity() if similarity_calculator == 'ioa_similarity': return region_similarity_calculator.IoaSimilarity() if similarity_calculator == 'neg_sq_dist_similarity': return region_similarity_calculator.NegSqDistSimilarity() raise ValueError('Unknown region similarity calculator.')
Example #12
Source File: region_similarity_calculator_builder_test.py From moveo_ros with MIT License | 5 votes |
def testBuildNegSqDistSimilarityCalculator(self): similarity_calc_text_proto = """ neg_sq_dist_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator. NegSqDistSimilarity))
Example #13
Source File: region_similarity_calculator_builder_test.py From moveo_ros with MIT License | 5 votes |
def testBuildIouSimilarityCalculator(self): similarity_calc_text_proto = """ iou_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IouSimilarity))
Example #14
Source File: region_similarity_calculator_builder_test.py From moveo_ros with MIT License | 5 votes |
def testBuildIoaSimilarityCalculator(self): similarity_calc_text_proto = """ ioa_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IoaSimilarity))
Example #15
Source File: region_similarity_calculator_builder.py From moveo_ros with MIT License | 5 votes |
def build(region_similarity_calculator_config): """Builds region similarity calculator based on the configuration. Builds one of [IouSimilarity, IoaSimilarity, NegSqDistSimilarity] objects. See core/region_similarity_calculator.proto for details. Args: region_similarity_calculator_config: RegionSimilarityCalculator configuration proto. Returns: region_similarity_calculator: RegionSimilarityCalculator object. Raises: ValueError: On unknown region similarity calculator. """ if not isinstance( region_similarity_calculator_config, region_similarity_calculator_pb2.RegionSimilarityCalculator): raise ValueError( 'region_similarity_calculator_config not of type ' 'region_similarity_calculator_pb2.RegionsSimilarityCalculator') similarity_calculator = region_similarity_calculator_config.WhichOneof( 'region_similarity') if similarity_calculator == 'iou_similarity': return region_similarity_calculator.IouSimilarity() if similarity_calculator == 'ioa_similarity': return region_similarity_calculator.IoaSimilarity() if similarity_calculator == 'neg_sq_dist_similarity': return region_similarity_calculator.NegSqDistSimilarity() raise ValueError('Unknown region similarity calculator.')
Example #16
Source File: region_similarity_calculator_builder.py From hands-detection with MIT License | 5 votes |
def build(region_similarity_calculator_config): """Builds region similarity calculator based on the configuration. Builds one of [IouSimilarity, IoaSimilarity, NegSqDistSimilarity] objects. See core/region_similarity_calculator.proto for details. Args: region_similarity_calculator_config: RegionSimilarityCalculator configuration proto. Returns: region_similarity_calculator: RegionSimilarityCalculator object. Raises: ValueError: On unknown region similarity calculator. """ if not isinstance( region_similarity_calculator_config, region_similarity_calculator_pb2.RegionSimilarityCalculator): raise ValueError( 'region_similarity_calculator_config not of type ' 'region_similarity_calculator_pb2.RegionsSimilarityCalculator') similarity_calculator = region_similarity_calculator_config.WhichOneof( 'region_similarity') if similarity_calculator == 'iou_similarity': return region_similarity_calculator.IouSimilarity() if similarity_calculator == 'ioa_similarity': return region_similarity_calculator.IoaSimilarity() if similarity_calculator == 'neg_sq_dist_similarity': return region_similarity_calculator.NegSqDistSimilarity() raise ValueError('Unknown region similarity calculator.')
Example #17
Source File: region_similarity_calculator_builder_test.py From BMW-TensorFlow-Training-GUI with Apache License 2.0 | 5 votes |
def testBuildIouSimilarityCalculator(self): similarity_calc_text_proto = """ iou_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IouSimilarity))
Example #18
Source File: region_similarity_calculator_builder_test.py From BMW-TensorFlow-Training-GUI with Apache License 2.0 | 5 votes |
def testBuildIoaSimilarityCalculator(self): similarity_calc_text_proto = """ ioa_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IoaSimilarity))
Example #19
Source File: region_similarity_calculator_builder.py From BMW-TensorFlow-Training-GUI with Apache License 2.0 | 5 votes |
def build(region_similarity_calculator_config): """Builds region similarity calculator based on the configuration. Builds one of [IouSimilarity, IoaSimilarity, NegSqDistSimilarity] objects. See core/region_similarity_calculator.proto for details. Args: region_similarity_calculator_config: RegionSimilarityCalculator configuration proto. Returns: region_similarity_calculator: RegionSimilarityCalculator object. Raises: ValueError: On unknown region similarity calculator. """ if not isinstance( region_similarity_calculator_config, region_similarity_calculator_pb2.RegionSimilarityCalculator): raise ValueError( 'region_similarity_calculator_config not of type ' 'region_similarity_calculator_pb2.RegionsSimilarityCalculator') similarity_calculator = region_similarity_calculator_config.WhichOneof( 'region_similarity') if similarity_calculator == 'iou_similarity': return region_similarity_calculator.IouSimilarity() if similarity_calculator == 'ioa_similarity': return region_similarity_calculator.IoaSimilarity() if similarity_calculator == 'neg_sq_dist_similarity': return region_similarity_calculator.NegSqDistSimilarity() if similarity_calculator == 'thresholded_iou_similarity': return region_similarity_calculator.ThresholdedIouSimilarity( region_similarity_calculator_config.thresholded_iou_similarity.threshold ) raise ValueError('Unknown region similarity calculator.')
Example #20
Source File: region_similarity_calculator_builder_test.py From ros_tensorflow with Apache License 2.0 | 5 votes |
def testBuildNegSqDistSimilarityCalculator(self): similarity_calc_text_proto = """ neg_sq_dist_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator. NegSqDistSimilarity))
Example #21
Source File: region_similarity_calculator_builder_test.py From ros_tensorflow with Apache License 2.0 | 5 votes |
def testBuildIouSimilarityCalculator(self): similarity_calc_text_proto = """ iou_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IouSimilarity))
Example #22
Source File: region_similarity_calculator_builder_test.py From ros_tensorflow with Apache License 2.0 | 5 votes |
def testBuildIoaSimilarityCalculator(self): similarity_calc_text_proto = """ ioa_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IoaSimilarity))
Example #23
Source File: region_similarity_calculator_builder.py From ros_tensorflow with Apache License 2.0 | 5 votes |
def build(region_similarity_calculator_config): """Builds region similarity calculator based on the configuration. Builds one of [IouSimilarity, IoaSimilarity, NegSqDistSimilarity] objects. See core/region_similarity_calculator.proto for details. Args: region_similarity_calculator_config: RegionSimilarityCalculator configuration proto. Returns: region_similarity_calculator: RegionSimilarityCalculator object. Raises: ValueError: On unknown region similarity calculator. """ if not isinstance( region_similarity_calculator_config, region_similarity_calculator_pb2.RegionSimilarityCalculator): raise ValueError( 'region_similarity_calculator_config not of type ' 'region_similarity_calculator_pb2.RegionsSimilarityCalculator') similarity_calculator = region_similarity_calculator_config.WhichOneof( 'region_similarity') if similarity_calculator == 'iou_similarity': return region_similarity_calculator.IouSimilarity() if similarity_calculator == 'ioa_similarity': return region_similarity_calculator.IoaSimilarity() if similarity_calculator == 'neg_sq_dist_similarity': return region_similarity_calculator.NegSqDistSimilarity() raise ValueError('Unknown region similarity calculator.')
Example #24
Source File: region_similarity_calculator_builder_test.py From Gun-Detector with Apache License 2.0 | 5 votes |
def testBuildNegSqDistSimilarityCalculator(self): similarity_calc_text_proto = """ neg_sq_dist_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator. NegSqDistSimilarity))
Example #25
Source File: region_similarity_calculator_builder_test.py From Gun-Detector with Apache License 2.0 | 5 votes |
def testBuildIouSimilarityCalculator(self): similarity_calc_text_proto = """ iou_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IouSimilarity))
Example #26
Source File: region_similarity_calculator_builder_test.py From Gun-Detector with Apache License 2.0 | 5 votes |
def testBuildIoaSimilarityCalculator(self): similarity_calc_text_proto = """ ioa_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IoaSimilarity))
Example #27
Source File: region_similarity_calculator_builder.py From Gun-Detector with Apache License 2.0 | 5 votes |
def build(region_similarity_calculator_config): """Builds region similarity calculator based on the configuration. Builds one of [IouSimilarity, IoaSimilarity, NegSqDistSimilarity] objects. See core/region_similarity_calculator.proto for details. Args: region_similarity_calculator_config: RegionSimilarityCalculator configuration proto. Returns: region_similarity_calculator: RegionSimilarityCalculator object. Raises: ValueError: On unknown region similarity calculator. """ if not isinstance( region_similarity_calculator_config, region_similarity_calculator_pb2.RegionSimilarityCalculator): raise ValueError( 'region_similarity_calculator_config not of type ' 'region_similarity_calculator_pb2.RegionsSimilarityCalculator') similarity_calculator = region_similarity_calculator_config.WhichOneof( 'region_similarity') if similarity_calculator == 'iou_similarity': return region_similarity_calculator.IouSimilarity() if similarity_calculator == 'ioa_similarity': return region_similarity_calculator.IoaSimilarity() if similarity_calculator == 'neg_sq_dist_similarity': return region_similarity_calculator.NegSqDistSimilarity() raise ValueError('Unknown region similarity calculator.')
Example #28
Source File: region_similarity_calculator_builder_test.py From tensorflow with BSD 2-Clause "Simplified" License | 5 votes |
def testBuildNegSqDistSimilarityCalculator(self): similarity_calc_text_proto = """ neg_sq_dist_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator. NegSqDistSimilarity))
Example #29
Source File: region_similarity_calculator_builder_test.py From tensorflow with BSD 2-Clause "Simplified" License | 5 votes |
def testBuildIouSimilarityCalculator(self): similarity_calc_text_proto = """ iou_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IouSimilarity))
Example #30
Source File: region_similarity_calculator_builder_test.py From tensorflow with BSD 2-Clause "Simplified" License | 5 votes |
def testBuildIoaSimilarityCalculator(self): similarity_calc_text_proto = """ ioa_similarity { } """ similarity_calc_proto = sim_calc_pb2.RegionSimilarityCalculator() text_format.Merge(similarity_calc_text_proto, similarity_calc_proto) similarity_calc = region_similarity_calculator_builder.build( similarity_calc_proto) self.assertTrue(isinstance(similarity_calc, region_similarity_calculator.IoaSimilarity))