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prefix=prefix, module_dict=globals())
msu.create_int_context_feature(name + "_height", IMAGE_HEIGHT_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_context_feature(name + "_width", IMAGE_WIDTH_KEY,
prefix=prefix, module_dict=globals())
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"
# A list of segment end times in microseconds.
SEGMENT_END_TIMESTAMP_KEY = "segment/end/timestamp"
# A list of indices marking the last frame index <= the end timestamp.
SEGMENT_END_INDEX_KEY = "segment/end/index"
# A list with the label index for each segment.
# Multiple labels for the same segment are encoded as repeated segments.
SEGMENT_LABEL_INDEX_KEY = "segment/label/index"
# A list with the label string for each segment.
# Multiple labels for the same segment are encoded as repeated segments.
SEGMENT_LABEL_STRING_KEY = "segment/label/string"
# A list with the label confidence for each segment.
# Multiple labels for the same segment are encoded as repeated segments.
SEGMENT_LABEL_CONFIDENCE_KEY = "segment/label/confidence"
msu.create_bytes_list_context_feature(
"segment_label_string", SEGMENT_LABEL_STRING_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_start_timestamp",
SEGMENT_START_TIMESTAMP_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_start_index", SEGMENT_START_INDEX_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_end_timestamp", SEGMENT_END_TIMESTAMP_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_end_index", SEGMENT_END_INDEX_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_label_index", SEGMENT_LABEL_INDEX_KEY, module_dict=globals())
msu.create_float_list_context_feature(
"segment_label_confidence",
SEGMENT_LABEL_CONFIDENCE_KEY, module_dict=globals())
########################## REGIONS / BOUNDING BOXES #########################
msu.create_bytes_context_feature(name + "_colorspace", IMAGE_COLORSPACE_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_context_feature(name + "_channels", IMAGE_CHANNELS_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_context_feature(name + "_height", IMAGE_HEIGHT_KEY,
prefix=prefix, module_dict=globals())
msu.create_int_context_feature(name + "_width", IMAGE_WIDTH_KEY,
prefix=prefix, module_dict=globals())
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"
SEGMENT_END_INDEX_KEY = "segment/end/index"
# A list with the label index for each segment.
# Multiple labels for the same segment are encoded as repeated segments.
SEGMENT_LABEL_INDEX_KEY = "segment/label/index"
# A list with the label string for each segment.
# Multiple labels for the same segment are encoded as repeated segments.
SEGMENT_LABEL_STRING_KEY = "segment/label/string"
# A list with the label confidence for each segment.
# Multiple labels for the same segment are encoded as repeated segments.
SEGMENT_LABEL_CONFIDENCE_KEY = "segment/label/confidence"
msu.create_bytes_list_context_feature(
"segment_label_string", SEGMENT_LABEL_STRING_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_start_timestamp",
SEGMENT_START_TIMESTAMP_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_start_index", SEGMENT_START_INDEX_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_end_timestamp", SEGMENT_END_TIMESTAMP_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_end_index", SEGMENT_END_INDEX_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_label_index", SEGMENT_LABEL_INDEX_KEY, module_dict=globals())
msu.create_float_list_context_feature(
"segment_label_confidence",
SEGMENT_LABEL_CONFIDENCE_KEY, module_dict=globals())
########################## REGIONS / BOUNDING BOXES #########################
# Normalized coordinates of bounding boxes are provided in four lists to avoid
# order ambiguity. We provide additional accessors for complete bounding boxes
# below.
# A list with the label string for each segment.
# Multiple labels for the same segment are encoded as repeated segments.
SEGMENT_LABEL_STRING_KEY = "segment/label/string"
# A list with the label confidence for each segment.
# Multiple labels for the same segment are encoded as repeated segments.
SEGMENT_LABEL_CONFIDENCE_KEY = "segment/label/confidence"
msu.create_bytes_list_context_feature(
"segment_label_string", SEGMENT_LABEL_STRING_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_start_timestamp",
SEGMENT_START_TIMESTAMP_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_start_index", SEGMENT_START_INDEX_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_end_timestamp", SEGMENT_END_TIMESTAMP_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_end_index", SEGMENT_END_INDEX_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_label_index", SEGMENT_LABEL_INDEX_KEY, module_dict=globals())
msu.create_float_list_context_feature(
"segment_label_confidence",
SEGMENT_LABEL_CONFIDENCE_KEY, module_dict=globals())
########################## REGIONS / BOUNDING BOXES #########################
# Normalized coordinates of bounding boxes are provided in four lists to avoid
# order ambiguity. We provide additional accessors for complete bounding boxes
# below.
REGION_BBOX_YMIN_KEY = "region/bbox/ymin"
REGION_BBOX_XMIN_KEY = "region/bbox/xmin"
REGION_BBOX_YMAX_KEY = "region/bbox/ymax"
REGION_BBOX_XMAX_KEY = "region/bbox/xmax"
# Multiple labels for the same segment are encoded as repeated segments.
SEGMENT_LABEL_INDEX_KEY = "segment/label/index"
# A list with the label string for each segment.
# Multiple labels for the same segment are encoded as repeated segments.
SEGMENT_LABEL_STRING_KEY = "segment/label/string"
# A list with the label confidence for each segment.
# Multiple labels for the same segment are encoded as repeated segments.
SEGMENT_LABEL_CONFIDENCE_KEY = "segment/label/confidence"
msu.create_bytes_list_context_feature(
"segment_label_string", SEGMENT_LABEL_STRING_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_start_timestamp",
SEGMENT_START_TIMESTAMP_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_start_index", SEGMENT_START_INDEX_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_end_timestamp", SEGMENT_END_TIMESTAMP_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_end_index", SEGMENT_END_INDEX_KEY, module_dict=globals())
msu.create_int_list_context_feature(
"segment_label_index", SEGMENT_LABEL_INDEX_KEY, module_dict=globals())
msu.create_float_list_context_feature(
"segment_label_confidence",
SEGMENT_LABEL_CONFIDENCE_KEY, module_dict=globals())
########################## REGIONS / BOUNDING BOXES #########################
# Normalized coordinates of bounding boxes are provided in four lists to avoid
# order ambiguity. We provide additional accessors for complete bounding boxes
# below.
REGION_BBOX_YMIN_KEY = "region/bbox/ymin"
REGION_BBOX_XMIN_KEY = "region/bbox/xmin"
# The feature as a list of floats.
FEATURE_FLOATS_KEY = "feature/floats"
# The feature as a list of bytes. May be encoded.
FEATURE_BYTES_KEY = "feature/bytes"
# The feature as a list of ints.
FEATURE_INTS_KEY = "feature/ints"
# The timestamp, in microseconds, of the feature.
FEATURE_TIMESTAMP_KEY = "feature/timestamp"
# It is occasionally useful to indicate that a feature applies to a given range.
# This should be used for features only and annotations should be provided as
# segments.
FEATURE_DURATION_KEY = "feature/duration"
# Encodes an optional confidence score for the generated features.
FEATURE_CONFIDENCE_KEY = "feature/confidence"
msu.create_int_list_context_feature(
"feature_dimensions", FEATURE_DIMENSIONS_KEY, module_dict=globals())
msu.create_float_context_feature(
"feature_rate", FEATURE_RATE_KEY, module_dict=globals())
msu.create_bytes_context_feature(
"feature_bytes_format", FEATURE_BYTES_FORMAT_KEY, module_dict=globals())
msu.create_float_context_feature(
"feature_sample_rate", FEATURE_SAMPLE_RATE_KEY, module_dict=globals())
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())