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tflite_support.metadata_writers.metadata_info.ClassificationTensorMd
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A container for the classification tensor metadata information.
Inherits From: TensorMd
View aliases
Main aliases
tflite_support.metadata_writers.audio_classifier.metadata_info.ClassificationTensorMd
, tflite_support.metadata_writers.audio_classifier.metadata_writer.metadata_info.ClassificationTensorMd
, tflite_support.metadata_writers.bert_nl_classifier.metadata_info.ClassificationTensorMd
, tflite_support.metadata_writers.bert_nl_classifier.metadata_writer.metadata_info.ClassificationTensorMd
, tflite_support.metadata_writers.image_classifier.metadata_info.ClassificationTensorMd
, tflite_support.metadata_writers.image_classifier.metadata_writer.metadata_info.ClassificationTensorMd
, tflite_support.metadata_writers.image_segmenter.metadata_info.ClassificationTensorMd
, tflite_support.metadata_writers.image_segmenter.metadata_writer.metadata_info.ClassificationTensorMd
, tflite_support.metadata_writers.nl_classifier.metadata_info.ClassificationTensorMd
, tflite_support.metadata_writers.nl_classifier.metadata_writer.metadata_info.ClassificationTensorMd
, tflite_support.metadata_writers.object_detector.metadata_info.ClassificationTensorMd
, tflite_support.metadata_writers.object_detector.metadata_writer.metadata_info.ClassificationTensorMd
tflite_support . metadata_writers . metadata_info . ClassificationTensorMd (
name : Optional [ str ] = None ,
description : Optional [ str ] = None ,
label_files : Optional [ List [ LabelFileMd ]] = None ,
tensor_type : Optional [ _schema_fb . TensorType ] = None ,
score_calibration_md : Optional [ tflite_support . metadata_writers . metadata_info . ScoreCalibrationMd
] = None ,
tensor_name : Optional [ str ] = None
)
Args
name
name of the tensor.
description
description of what the tensor is.
label_files
information of the label files 1 in the classification
tensor.
tensor_type
data type of the tensor.
score_calibration_md
information of the score calibration files operation
2 in the classification tensor.
tensor_name
name of the corresponding tensor 3 in the TFLite model. It
is used to locate the corresponding classification tensor and decide the
order of the tensor metadata 4 when populating model metadata.
Attributes
label_files
information of the label files 1 in the classification
tensor.
score_calibration_md
information of the score calibration operation 2 in
the classification tensor.
Methods
View source
create_metadata () -> tflite_support . metadata_schema_py_generated . TensorMetadataT
Creates the classification tensor metadata based on the information.
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Last updated 2024-05-08 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
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{"lastModified": "Last updated 2024-05-08 UTC."}
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-05-08 UTC."],[],[]]