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def _create_region_with_prefix(name, prefix):
"""Create multiple accessors for region based data."""
msu.create_int_feature_list(name + "_num_regions", REGION_NUM_REGIONS_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(name + "_is_annotated", REGION_IS_ANNOTATED_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_feature_list(
name + "_is_occluded", REGION_IS_OCCLUDED_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_feature_list(
name + "_is_generated", REGION_IS_GENERATED_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(name + "_timestamp", REGION_TIMESTAMP_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(
name + "_unmodified_timestamp", REGION_UNMODIFIED_TIMESTAMP_KEY,
prefix=prefix, module_dict=globals())
msu.create_bytes_list_feature_list(
name + "_label_string", REGION_LABEL_STRING_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_feature_list(
name + "_label_index", REGION_LABEL_INDEX_KEY,
prefix=prefix, module_dict=globals())
msu.create_float_list_feature_list(
name + "_label_confidence", REGION_LABEL_CONFIDENCE_KEY,
prefix=prefix, module_dict=globals())
msu.create_bytes_list_feature_list(
name + "_class_string", REGION_CLASS_STRING_KEY,
prefix=prefix, module_dict=globals())
def _create_region_with_prefix(name, prefix):
"""Create multiple accessors for region based data."""
msu.create_int_feature_list(name + "_num_regions", REGION_NUM_REGIONS_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(name + "_is_annotated", REGION_IS_ANNOTATED_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_feature_list(
name + "_is_occluded", REGION_IS_OCCLUDED_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_feature_list(
name + "_is_generated", REGION_IS_GENERATED_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(name + "_timestamp", REGION_TIMESTAMP_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(
name + "_unmodified_timestamp", REGION_UNMODIFIED_TIMESTAMP_KEY,
prefix=prefix, module_dict=globals())
msu.create_bytes_list_feature_list(
name + "_label_string", REGION_LABEL_STRING_KEY,
def _create_region_with_prefix(name, prefix):
"""Create multiple accessors for region based data."""
msu.create_int_feature_list(name + "_num_regions", REGION_NUM_REGIONS_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(name + "_is_annotated", REGION_IS_ANNOTATED_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_feature_list(
name + "_is_occluded", REGION_IS_OCCLUDED_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_feature_list(
name + "_is_generated", REGION_IS_GENERATED_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(name + "_timestamp", REGION_TIMESTAMP_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(
name + "_unmodified_timestamp", REGION_UNMODIFIED_TIMESTAMP_KEY,
prefix=prefix, module_dict=globals())
msu.create_bytes_list_feature_list(
name + "_label_string", REGION_LABEL_STRING_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_feature_list(
msu.create_int_context_feature(
"feature_num_channels", FEATURE_NUM_CHANNELS_KEY, module_dict=globals())
msu.create_int_context_feature(
"feature_num_samples", FEATURE_NUM_SAMPLES_KEY, module_dict=globals())
msu.create_float_context_feature(
"feature_packet_rate", FEATURE_PACKET_RATE_KEY, module_dict=globals())
msu.create_float_context_feature(
"feature_audio_sample_rate", FEATURE_AUDIO_SAMPLE_RATE_KEY,
module_dict=globals())
msu.create_float_list_feature_list(
"feature_floats", FEATURE_FLOATS_KEY, module_dict=globals())
msu.create_bytes_list_feature_list(
"feature_bytes", FEATURE_BYTES_KEY, module_dict=globals())
msu.create_int_list_feature_list(
"feature_ints", FEATURE_INTS_KEY, module_dict=globals())
msu.create_int_feature_list(
"feature_timestamp", FEATURE_TIMESTAMP_KEY, module_dict=globals())
msu.create_int_list_feature_list(
"feature_duration", FEATURE_DURATION_KEY, module_dict=globals())
msu.create_float_list_feature_list(
"feature_confidence", FEATURE_CONFIDENCE_KEY, module_dict=globals())
def _create_region_with_prefix(name, prefix):
"""Create multiple accessors for region based data."""
msu.create_int_feature_list(name + "_num_regions", REGION_NUM_REGIONS_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(name + "_is_annotated", REGION_IS_ANNOTATED_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_feature_list(
name + "_is_occluded", REGION_IS_OCCLUDED_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_feature_list(
name + "_is_generated", REGION_IS_GENERATED_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(name + "_timestamp", REGION_TIMESTAMP_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(
name + "_unmodified_timestamp", REGION_UNMODIFIED_TIMESTAMP_KEY,
prefix=prefix, module_dict=globals())
msu.create_bytes_list_feature_list(
name + "_label_string", REGION_LABEL_STRING_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_feature_list(
name + "_label_index", REGION_LABEL_INDEX_KEY,
prefix=prefix, module_dict=globals())
msu.create_float_list_feature_list(
name + "_label_confidence", REGION_LABEL_CONFIDENCE_KEY,
prefix=prefix, module_dict=globals())
msu.create_bytes_list_feature_list(
name + "_class_string", REGION_CLASS_STRING_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_feature_list(
name + "_class_index", REGION_CLASS_INDEX_KEY,
msu.create_bytes_feature_list(name + "_encoded", IMAGE_ENCODED_KEY,
prefix=prefix, module_dict=globals())
msu.create_float_context_feature(name + "_frame_rate", IMAGE_FRAME_RATE_KEY,
prefix=prefix, module_dict=globals())
msu.create_bytes_list_context_feature(
name + "_class_label_string", IMAGE_CLASS_LABEL_STRING_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_context_feature(
name + "_class_label_index", IMAGE_CLASS_LABEL_INDEX_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_list_context_feature(
name + "_object_class_index", IMAGE_OBJECT_CLASS_INDEX_KEY,
prefix=prefix, module_dict=globals())
msu.create_bytes_context_feature(name + "_data_path", IMAGE_DATA_PATH_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_feature_list(name + "_timestamp", IMAGE_TIMESTAMP_KEY,
prefix=prefix, module_dict=globals())
msu.create_bytes_list_feature_list(name + "_multi_encoded",
IMAGE_MULTI_ENCODED_KEY, prefix=prefix,
module_dict=globals())
FORWARD_FLOW_PREFIX = "FORWARD_FLOW"