ai.djl.modality.cv.translator.wrapper.FileTranslator Maven / Gradle / Ivy
/*
* Copyright 2020 Amazon.com, Inc. or its affiliates. All Rights Reserved.
*
* Licensed under the Apache License, Version 2.0 (the "License"). You may not use this file except in compliance
* with the License. A copy of the License is located at
*
* http://aws.amazon.com/apache2.0/
*
* or in the "license" file accompanying this file. This file is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES
* OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions
* and limitations under the License.
*/
package ai.djl.modality.cv.translator.wrapper;
import ai.djl.Model;
import ai.djl.modality.cv.Image;
import ai.djl.modality.cv.ImageFactory;
import ai.djl.ndarray.NDList;
import ai.djl.ndarray.NDManager;
import ai.djl.translate.Batchifier;
import ai.djl.translate.Translator;
import ai.djl.translate.TranslatorContext;
import java.io.IOException;
import java.nio.file.Path;
/**
* Built-in {@code Translator} that provides image pre-processing from file path.
*
* @param the output object type
*/
public class FileTranslator implements Translator {
private Translator translator;
/**
* Creates a {@code FileTranslator} instance.
*
* @param translator a {@code Translator} that can process image
*/
public FileTranslator(Translator translator) {
this.translator = translator;
}
/** {@inheritDoc} */
@Override
public NDList processInput(TranslatorContext ctx, Path input) throws Exception {
Image image = ImageFactory.getInstance().fromFile(input);
return translator.processInput(ctx, image);
}
/** {@inheritDoc} */
@Override
public T processOutput(TranslatorContext ctx, NDList list) throws Exception {
return translator.processOutput(ctx, list);
}
/** {@inheritDoc} */
@Override
public Batchifier getBatchifier() {
return translator.getBatchifier();
}
/** {@inheritDoc} */
@Override
public void prepare(NDManager manager, Model model) throws IOException {
translator.prepare(manager, model);
}
}
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