org.datavec.image.loader.AndroidNativeImageLoader Maven / Gradle / Ivy

Go to download
Show more of this group Show more artifacts with this name
Show all versions of datavec-data-image Show documentation
The newest version!
/*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
 *  * terms of the Apache License, Version 2.0 which is available at
 *  * https://www.apache.org/licenses/LICENSE-2.0.
 *  *
 *  *  See the NOTICE file distributed with this work for additional
 *  *  information regarding copyright ownership.
 *  * Unless required by applicable law or agreed to in writing, software
 *  * distributed under the License 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.
 *  *
 *  * SPDX-License-Identifier: Apache-2.0
 *  *****************************************************************************
 */

package org.datavec.image.loader;

import android.graphics.Bitmap;
import org.bytedeco.javacv.AndroidFrameConverter;
import org.bytedeco.javacv.Frame;
import org.bytedeco.javacv.OpenCVFrameConverter;
import org.datavec.image.transform.ImageTransform;
import org.nd4j.linalg.api.ndarray.INDArray;

import java.io.IOException;

public class AndroidNativeImageLoader extends NativeImageLoader {

    AndroidFrameConverter converter2 = new AndroidFrameConverter();

    public AndroidNativeImageLoader() {}

    public AndroidNativeImageLoader(int height, int width) {
        super(height, width);
    }

    public AndroidNativeImageLoader(int height, int width, int channels) {
        super(height, width, channels);
    }

    public AndroidNativeImageLoader(int height, int width, int channels, boolean centerCropIfNeeded) {
        super(height, width, channels, centerCropIfNeeded);
    }

    public AndroidNativeImageLoader(int height, int width, int channels, ImageTransform imageTransform) {
        super(height, width, channels, imageTransform);
    }

    protected AndroidNativeImageLoader(NativeImageLoader other) {
        super(other);
    }

    public INDArray asRowVector(Bitmap image) throws IOException {
        return asMatrix(image).ravel();
    }

    public INDArray asMatrix(Bitmap image) throws IOException {
        if (converter == null) {
            converter = new OpenCVFrameConverter.ToMat();
        }
        return asMatrix(converter.convert(converter2.convert(image)));
    }

    @Override
    public INDArray asRowVector(Object image) throws IOException {
        return image instanceof Bitmap ? asRowVector((Bitmap) image) : null;
    }

    @Override
    public INDArray asMatrix(Object image) throws IOException {
        return image instanceof Bitmap ? asMatrix((Bitmap) image) : null;
    }

    /** Returns {@code asBitmap(array, Frame.DEPTH_UBYTE)}. */
    public Bitmap asBitmap(INDArray array) {
        return asBitmap(array, Frame.DEPTH_UBYTE);
    }

    /**
     * Converts an INDArray to a Bitmap. Only intended for images with rank 3.
     *
     * @param array to convert
     * @param dataType from JavaCV (DEPTH_FLOAT, DEPTH_UBYTE, etc), or -1 to use same type as the INDArray
     * @return data copied to a Frame
     */
    public Bitmap asBitmap(INDArray array, int dataType) {
        return converter2.convert(asFrame(array, dataType));
    }
}