Package ai.djl.modality.cv.translator.wrapper

Class FileTranslator<T>

java.lang.Object

ai.djl.modality.cv.translator.wrapper.FileTranslator<T>

Type Parameters:

T - the output object type

All Implemented Interfaces:

PostProcessor<T>, PreProcessor<java.nio.file.Path>, Translator<java.nio.file.Path,T>

public class FileTranslator<T>
extends java.lang.Object
implements Translator<java.nio.file.Path,T>

Built-in Translator that provides image pre-processing from file path.

Constructor Summary

Constructors

Constructor	Description
FileTranslator(Translator<Image,T> translator)	Creates a FileTranslator instance.

Method Summary

Modifier and Type	Method	Description
Batchifier	getBatchifier()	Gets the Batchifier.
void	prepare(TranslatorContext ctx)	Prepares the translator with the manager and model to use.
NDList	processInput(TranslatorContext ctx, java.nio.file.Path input)	Processes the input and converts it to NDList.
T	processOutput(TranslatorContext ctx, NDList list)	Processes the output NDList to the corresponding output object.

Methods inherited from class java.lang.Object

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

Constructor Detail

FileTranslator

public FileTranslator(Translator<Image,T> translator)

Creates a FileTranslator instance.

Parameters:

translator - a Translator that can process image

Method Detail

processInput

public NDList processInput(TranslatorContext ctx,
                           java.nio.file.Path input)
                    throws java.lang.Exception

Processes the input and converts it to NDList.

Specified by:

processInput in interface PreProcessor<T>

Parameters:

ctx - the toolkit for creating the input NDArray

input - the input object

Returns:

the NDList after pre-processing

Throws:

java.lang.Exception - if an error occurs during processing input

processOutput

public T processOutput(TranslatorContext ctx,
                       NDList list)
                throws java.lang.Exception

Processes the output NDList to the corresponding output object.

Specified by:

processOutput in interface PostProcessor<T>

Parameters:

ctx - the toolkit used for post-processing

list - the output NDList after inference

Returns:

the output object of expected type

Throws:

java.lang.Exception - if an error occurs during processing output

getBatchifier

public Batchifier getBatchifier()

Gets the Batchifier.

Specified by:

getBatchifier in interface Translator<java.nio.file.Path,T>

Returns:

the Batchifier

prepare

public void prepare(TranslatorContext ctx)
             throws java.lang.Exception

Prepares the translator with the manager and model to use.

Specified by:

prepare in interface Translator<java.nio.file.Path,T>

Parameters:

ctx - the context for the Predictor.

Throws:

java.lang.Exception - if there is an error for preparing the translator