Package ai.djl.modality.cv.translator

Class YoloPoseTranslator

java.lang.Object

ai.djl.modality.cv.translator.BaseImageTranslator<Joints[]>

ai.djl.modality.cv.translator.YoloPoseTranslator

All Implemented Interfaces:

PostProcessor<Joints[]>, PreProcessor<Image>, Translator<Image,Joints[]>

public class YoloPoseTranslator
extends BaseImageTranslator<Joints[]>

A translator for Yolov8 pose estimation models.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	YoloPoseTranslator.Builder	The builder for Pose Estimation translator.

Nested classes/interfaces inherited from class ai.djl.modality.cv.translator.BaseImageTranslator

BaseImageTranslator.BaseBuilder<T extends BaseImageTranslator.BaseBuilder>, BaseImageTranslator.ClassificationBuilder<T extends BaseImageTranslator.BaseBuilder>, BaseImageTranslator.SynsetLoader

Field Summary

Fields inherited from class ai.djl.modality.cv.translator.BaseImageTranslator

height, pipeline, width

Constructor Summary

Constructors

Constructor	Description
YoloPoseTranslator(YoloPoseTranslator.Builder builder)	Creates the Pose Estimation translator from the given builder.

Method Summary

Modifier and Type	Method	Description
static YoloPoseTranslator.Builder	builder()	Creates a builder to build a YoloPoseTranslator.
static YoloPoseTranslator.Builder	builder(Map<String,?> arguments)	Creates a builder to build a YoloPoseTranslator with specified arguments.
Joints[]	processOutput(TranslatorContext ctx, NDList list)	Processes the output NDList to the corresponding output object.

Methods inherited from class ai.djl.modality.cv.translator.BaseImageTranslator

getBatchifier, processInput

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface ai.djl.translate.Translator

batchProcessInput, batchProcessOutput, getExpansions, prepare

Constructor Details

YoloPoseTranslator

public YoloPoseTranslator(YoloPoseTranslator.Builder builder)

Creates the Pose Estimation translator from the given builder.

Parameters:

builder - the builder for the translator

Method Details

processOutput

public Joints[] processOutput(TranslatorContext ctx,
 NDList list)

Processes the output NDList to the corresponding output object.

Parameters:

ctx - the toolkit used for post-processing

list - the output NDList after inference, usually immutable in engines like PyTorch. @see Issue 1774

Returns:

the output object of expected type

builder

public static YoloPoseTranslator.Builder builder()

Creates a builder to build a YoloPoseTranslator.

Returns:

a new builder

builder

public static YoloPoseTranslator.Builder builder(Map<String,?> arguments)

Creates a builder to build a YoloPoseTranslator with specified arguments.

Parameters:

arguments - arguments to specify builder options

Returns:

a new builder