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tflite_support.metadata_writers.metadata_info.InputImageTensorMd
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A container for input image tensor metadata information.
Inherits From: TensorMd
View aliases
Main aliases
tflite_support.metadata_writers.audio_classifier.metadata_info.InputImageTensorMd
, tflite_support.metadata_writers.audio_classifier.metadata_writer.metadata_info.InputImageTensorMd
, tflite_support.metadata_writers.bert_nl_classifier.metadata_info.InputImageTensorMd
, tflite_support.metadata_writers.bert_nl_classifier.metadata_writer.metadata_info.InputImageTensorMd
, tflite_support.metadata_writers.image_classifier.metadata_info.InputImageTensorMd
, tflite_support.metadata_writers.image_classifier.metadata_writer.metadata_info.InputImageTensorMd
, tflite_support.metadata_writers.image_segmenter.metadata_info.InputImageTensorMd
, tflite_support.metadata_writers.image_segmenter.metadata_writer.metadata_info.InputImageTensorMd
, tflite_support.metadata_writers.nl_classifier.metadata_info.InputImageTensorMd
, tflite_support.metadata_writers.nl_classifier.metadata_writer.metadata_info.InputImageTensorMd
, tflite_support.metadata_writers.object_detector.metadata_info.InputImageTensorMd
, tflite_support.metadata_writers.object_detector.metadata_writer.metadata_info.InputImageTensorMd
tflite_support.metadata_writers.metadata_info.InputImageTensorMd(
name: Optional[str] = None,
description: Optional[str] = None,
norm_mean: Optional[List[float]] = None,
norm_std: Optional[List[float]] = None,
color_space_type: Optional[tflite_support.metadata_schema_py_generated.ColorSpaceType
] = _metadata_fb.ColorSpaceType.UNKNOWN,
tensor_type: Optional[_schema_fb.TensorType] = None
)
Args |
name
|
name of the tensor.
|
description
|
description of what the tensor is.
|
norm_mean
|
the mean value used in tensor normalization 1.
|
norm_std
|
the std value used in the tensor normalization 1. norm_mean
and norm_std must have the same dimension.
|
color_space_type
|
the color space type of the input image 2.
|
tensor_type
|
data type of the tensor.
|
Raises |
ValueError
|
if norm_mean and norm_std have different dimensions.
|
Attributes |
norm_mean
|
the mean value used in tensor normalization 1.
|
norm_std
|
the std value used in the tensor normalization 1. norm_mean and
norm_std must have the same dimension.
|
color_space_type
|
the color space type of the input image 2.
|
Methods
View source
create_metadata() -> tflite_support.metadata_schema_py_generated.TensorMetadataT
Creates the input image metadata based on the information.
Returns |
A Flatbuffers Python object of the input image metadata.
|
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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"
}]
{"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."],[],[]]