Fan2D106FaceAlignmentModel

class Fan2D106FaceAlignmentModel(internalModel: OnnxInferenceModel, modelKindDescription: String?) : FaceAlignmentModelBase<BufferedImage> , InferenceModel

The light-weight API for solving Face Alignment task via Fan2D106 model.

Parameters

internalModel

model used to make predictions

Constructors

Fan2D106FaceAlignmentModel

jvm

fun Fan2D106FaceAlignmentModel(pathToModel: String)

Constructs the face alignment model from a given path.

Fan2D106FaceAlignmentModel

jvm

fun Fan2D106FaceAlignmentModel(internalModel: OnnxInferenceModel, modelKindDescription: String? = null)

Functions

jvm

open override fun close()

convert

jvm

open override fun convert(output: OrtSession.Result): List<Landmark>

Converts raw model output to the result.

copy

jvm

open override fun copy(copiedModelName: String?, saveOptimizerState: Boolean, copyWeights: Boolean): Fan2D106FaceAlignmentModel

detectLandmarks

jvm

fun detectLandmarks(image: BufferedImage): List<Landmark>

Detects Landmark objects on the given image.

fun detectLandmarks(imageFile: File): List<Landmark>

Detects 106 Landmark objects for the given imageFile.

initializeWith

jvm

open override fun initializeWith(vararg executionProviders: ExecutionProvider)

Initialize the model with the specified executions providers.

predict

jvm

open override fun predict(inputData: FloatArray): Int

open fun predict(input: BufferedImage): List<Landmark>

Makes prediction on the given input.

predictSoftly

jvm

open override fun predictSoftly(inputData: FloatArray, predictionTensorName: String): FloatArray

reshape

jvm

open override fun reshape(vararg dims: Long)

summary

jvm

open override fun summary(): ModelSummary

Properties

inputDimensions

jvm

open override val inputDimensions: LongArray

internalModel

jvm

open override val internalModel: OnnxInferenceModel

modelKindDescription

jvm

open override val modelKindDescription: String?

High-level description of the model. Used for model summary printing. For the model hub models it equals to the string representation of the OnnxModelType

preprocessing

jvm

open override val preprocessing: Operation<BufferedImage, Pair<FloatArray, TensorShape>>

Preprocessing operation specific to this model.