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.
|