[[["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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-05-08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."],[],[],null,["# tflite_support.metadata_writers.metadata_info.InputImageTensorMd\n\n\u003cbr /\u003e\n\n|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tflite-support/blob/v0.4.4/tensorflow_lite_support/metadata/python/metadata_writers/metadata_info.py#L398-L489) |\n\nA container for input image tensor metadata information.\n\nInherits From: [`TensorMd`](../../../tflite_support/metadata_writers/metadata_info/TensorMd)\n\n#### View aliases\n\n\n**Main aliases**\n\n[`tflite_support.metadata_writers.audio_classifier.metadata_info.InputImageTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputImageTensorMd), [`tflite_support.metadata_writers.audio_classifier.metadata_writer.metadata_info.InputImageTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputImageTensorMd), [`tflite_support.metadata_writers.bert_nl_classifier.metadata_info.InputImageTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputImageTensorMd), [`tflite_support.metadata_writers.bert_nl_classifier.metadata_writer.metadata_info.InputImageTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputImageTensorMd), [`tflite_support.metadata_writers.image_classifier.metadata_info.InputImageTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputImageTensorMd), [`tflite_support.metadata_writers.image_classifier.metadata_writer.metadata_info.InputImageTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputImageTensorMd), [`tflite_support.metadata_writers.image_segmenter.metadata_info.InputImageTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputImageTensorMd), [`tflite_support.metadata_writers.image_segmenter.metadata_writer.metadata_info.InputImageTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputImageTensorMd), [`tflite_support.metadata_writers.nl_classifier.metadata_info.InputImageTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputImageTensorMd), [`tflite_support.metadata_writers.nl_classifier.metadata_writer.metadata_info.InputImageTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputImageTensorMd), [`tflite_support.metadata_writers.object_detector.metadata_info.InputImageTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputImageTensorMd), [`tflite_support.metadata_writers.object_detector.metadata_writer.metadata_info.InputImageTensorMd`](https://www.tensorflow.org/lite/api_docs/python/tflite_support/metadata_writers/metadata_info/InputImageTensorMd)\n\n\u003cbr /\u003e\n\n tflite_support.metadata_writers.metadata_info.InputImageTensorMd(\n name: Optional[str] = None,\n description: Optional[str] = None,\n norm_mean: Optional[List[float]] = None,\n norm_std: Optional[List[float]] = None,\n color_space_type: Optional[../../../tflite_support/metadata_schema_py_generated/ColorSpaceType] = _metadata_fb.ColorSpaceType.UNKNOWN,\n tensor_type: Optional[_schema_fb.TensorType] = None\n )\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|--------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `name` | name of the tensor. |\n| `description` | description of what the tensor is. |\n| `norm_mean` | the mean value used in tensor normalization [1](https://www.tensorflow.org/lite/convert/metadata#normalization_and_quantization_parameters). |\n| `norm_std` | the std value used in the tensor normalization [1](https://www.tensorflow.org/lite/convert/metadata#normalization_and_quantization_parameters). norm_mean and norm_std must have the same dimension. |\n| `color_space_type` | the color space type of the input image [2](https://github.com/tensorflow/tflite-support/blob/b80289c4cd1224d0e1836c7654e82f070f9eefaa/tensorflow_lite_support/metadata/metadata_schema.fbs#L172). |\n| `tensor_type` | data type of the tensor. \u003cbr /\u003e \u003cbr /\u003e |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ------ ||\n|--------------|------------------------------------------------------|\n| `ValueError` | if norm_mean and norm_std have different dimensions. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|--------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| `norm_mean` | the mean value used in tensor normalization [1](https://www.tensorflow.org/lite/convert/metadata#normalization_and_quantization_parameters). |\n| `norm_std` | the std value used in the tensor normalization [1](https://www.tensorflow.org/lite/convert/metadata#normalization_and_quantization_parameters). norm_mean and norm_std must have the same dimension. |\n| `color_space_type` | the color space type of the input image [2](https://github.com/tensorflow/tflite-support/blob/b80289c4cd1224d0e1836c7654e82f070f9eefaa/tensorflow_lite_support/metadata/metadata_schema.fbs#L172). \u003cbr /\u003e \u003cbr /\u003e |\n\n\u003cbr /\u003e\n\nMethods\n-------\n\n### `create_metadata`\n\n[View source](https://github.com/tensorflow/tflite-support/blob/v0.4.4/tensorflow_lite_support/metadata/python/metadata_writers/metadata_info.py#L472-L489) \n\n create_metadata() -\u003e ../../../tflite_support/metadata_schema_py_generated/TensorMetadataT\n\nCreates the input image metadata based on the information.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ||\n|---|---|\n| A Flatbuffers Python object of the input image metadata. ||\n\n\u003cbr /\u003e"]]