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C

close() - Method in class ej.microai.MLInferenceEngine

Closes this model and its associated resources.

E

ej.microai - package ej.microai

Contains MicroAI library source code.

F

FLOAT32 - Static variable in class ej.microai.Tensor.DataType

32-bits float type.

G

getDataType() - Method in class ej.microai.Tensor

Gets tensor data type.

getInputTensor(int) - Method in class ej.microai.MLInferenceEngine

Gets the input tensor specified by the index.

getInputTensorCount() - Method in class ej.microai.MLInferenceEngine

Gets the number of input Tensors.

getNumberBytes() - Method in class ej.microai.Tensor

Gets the number of bytes of the tensor.

getNumberDimensions() - Method in class ej.microai.Tensor

Gets the number of dimensions of the tensor.

getNumberElements() - Method in class ej.microai.Tensor

Gets the number of elements of the tensor.

getOutputData(byte[]) - Method in class ej.microai.OutputTensor

Gets the output data of the tensor.

getOutputData(float[]) - Method in class ej.microai.OutputTensor

Gets the output data of the tensor.

getOutputData(int[]) - Method in class ej.microai.OutputTensor

Gets the output data of the tensor.

getOutputTensor(int) - Method in class ej.microai.MLInferenceEngine

Gets the output tensor specified by the index.

getOutputTensorCount() - Method in class ej.microai.MLInferenceEngine

Gets the number of output Tensors.

getQuantizationParams() - Method in class ej.microai.Tensor

Gets parameters of asymmetric quantization for the tensor.

getScale() - Method in class ej.microai.Tensor.QuantizationParameters

Gets the scale value of the quantization parameters.

getShape(int[]) - Method in class ej.microai.Tensor

Gets the tensor shape.

getZeroPoint() - Method in class ej.microai.Tensor.QuantizationParameters

Gets the zero point value of the quantization parameters.

I

InputTensor - Class in ej.microai

The InputTensor class offers services to deal with MicroAI input tensors.

INT32 - Static variable in class ej.microai.Tensor.DataType

32-bits signed integer type.

INT8 - Static variable in class ej.microai.Tensor.DataType

8-bits signed integer type.

isClosed() - Method in class ej.microai.MLInferenceEngine

Returns whether this model has been closed.

isQuantized() - Method in class ej.microai.Tensor

Gets the quantization status of the tensor.

M

MLInferenceEngine - Class in ej.microai

The MLInferenceEngine class provides essential functionality for interacting with Machine Learning models, specifically for running inferences.

MLInferenceEngine(InputStream) - Constructor for class ej.microai.MLInferenceEngine

Initializes the model from a given InputStream.

MLInferenceEngine(String) - Constructor for class ej.microai.MLInferenceEngine

Initializes the model from a pre-trained model resource.

O

OutputTensor - Class in ej.microai

The OutputTensor class offers services to deal with MicroAI output tensors.

Q

QuantizationParameters(int, float) - Constructor for class ej.microai.Tensor.QuantizationParameters

Creates an instance of QuantizationParameters.

R

reset() - Method in class ej.microai.MLInferenceEngine

Resets the state of the model interpreter.

run() - Method in class ej.microai.MLInferenceEngine

Runs an inference on the model.

S

setInputData(byte[]) - Method in class ej.microai.InputTensor

Loads the input data into the input tensor.

setInputData(float[]) - Method in class ej.microai.InputTensor

Loads the input data into the input tensor.

setInputData(int[]) - Method in class ej.microai.InputTensor

Loads the input data into the input tensor.

T

Tensor - Class in ej.microai

The Tensor class offers services to deal with MicroAI tensors.

Tensor.DataType - Class in ej.microai

The Tensor.DataType class enumerates the MicroAI data types.

Tensor.QuantizationParameters - Class in ej.microai

The QuantizationParameters class represents the quantization parameters used by a MLInferenceEngine.

U

UINT32 - Static variable in class ej.microai.Tensor.DataType

32-bits unsigned integer type.

UINT8 - Static variable in class ej.microai.Tensor.DataType

8-bits unsigned integer type.

UNKNOWN - Static variable in class ej.microai.Tensor.DataType

Unknown type.

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