android.support.v8.renderscript.ScriptIntrinsicBlur Java Examples

private void createScript() {
    mRS = RenderScript.create(this);

    mInAllocation = Allocation.createFromBitmap(mRS, mBitmapIn);

    mOutAllocations = new Allocation[NUM_BITMAPS];
    for (int i = 0; i < NUM_BITMAPS; ++i) {
        mOutAllocations[i] = Allocation.createFromBitmap(mRS, mBitmapsOut[i]);
    }

    // Create intrinsics.
    // RenderScript has built-in features such as blur, convolve filter etc.
    // These intrinsics are handy for specific operations without writing RenderScript kernel.
    // In the sample, it's creating blur, convolve and matrix intrinsics.

    mScriptBlur = ScriptIntrinsicBlur.create(mRS, Element.U8_4(mRS));
    mScriptConvolve = ScriptIntrinsicConvolve5x5.create(mRS,
            Element.U8_4(mRS));
    mScriptMatrix = ScriptIntrinsicColorMatrix.create(mRS,
            Element.U8_4(mRS));
}
 

public static Bitmap blur(Context context, Bitmap image, float blurRadius, float scale) {
    int width = Math.round(image.getWidth() * scale);
    int height = Math.round(image.getHeight() * scale);

    Bitmap inputBitmap = Bitmap.createScaledBitmap(image, width, height, false);
    Bitmap outputBitmap = Bitmap.createBitmap(inputBitmap);

    RenderScript rs = RenderScript.create(context);

    ScriptIntrinsicBlur intrinsicBlur = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    Allocation tmpIn = Allocation.createFromBitmap(rs, inputBitmap);
    Allocation tmpOut = Allocation.createFromBitmap(rs, outputBitmap);

    intrinsicBlur.setRadius(blurRadius);
    intrinsicBlur.setInput(tmpIn);
    intrinsicBlur.forEach(tmpOut);
    tmpOut.copyTo(outputBitmap);

    return outputBitmap;
}
 

@Override
public Bitmap transform(Bitmap bitmap) {
	// Create another bitmap that will hold the results of the filter.
	Bitmap blurredBitmap = Bitmap.createBitmap(bitmap);

	// Allocate memory for Renderscript to work with
	Allocation input = Allocation.createFromBitmap(rs, bitmap, Allocation.MipmapControl.MIPMAP_FULL, Allocation.USAGE_SCRIPT);
	Allocation output = Allocation.createTyped(rs, input.getType());

	// Load up an instance of the specific script that we want to use.
	ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
	script.setInput(input);

	// Set the blur radius
	script.setRadius(RADIUS);

	// Start the ScriptIntrinisicBlur
	script.forEach(output);

	// Copy the output to the blurred bitmap
	output.copyTo(blurredBitmap);

	return blurredBitmap;
}
 

public Bitmap blur(Bitmap image) {
  if (image == null)
    return null;

  image = RGB565toARGB888(image);
  if (!configured) {
    input = Allocation.createFromBitmap(rs, image);
    output = Allocation.createTyped(rs, input.getType());
    script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setRadius(BLUR_RADIUS);
    configured = true;
  } else
    input.copyFrom(image);

  script.setInput(input);
  script.forEach(output);
  output.copyTo(image);

  return image;
}
 

@Override
protected Bitmap transform(BitmapPool pool, Bitmap toTransform, int outWidth, int outHeight) {
    Bitmap blurredBitmap = toTransform.copy(Bitmap.Config.ARGB_8888, true);

    // Allocate memory for Renderscript to work with
    Allocation input = Allocation.createFromBitmap(rs, blurredBitmap, Allocation.MipmapControl.MIPMAP_FULL, Allocation.USAGE_SHARED);
    Allocation output = Allocation.createTyped(rs, input.getType());

    // Load up an instance of the specific script that we want to use.
    ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setInput(input);

    // Set the blur radius
    script.setRadius(10);

    // Start the ScriptIntrinisicBlur
    script.forEach(output);

    // Copy the output to the blurred bitmap
    output.copyTo(blurredBitmap);

    toTransform.recycle();

    return blurredBitmap;
}
 

@Override
protected Bitmap blur(Context context, Bitmap bitmapToBlur, int radius) {
    Log.i(TAG, "Current build version sdk " + Build.VERSION.SDK_INT);
    Bitmap bitmap = bitmapToBlur.copy(bitmapToBlur.getConfig(), true);

    final RenderScript renderScript = RenderScript.create(context, Build.VERSION.SDK_INT);
    final Allocation input = Allocation.createFromBitmap(renderScript, bitmapToBlur,
                                                            Allocation.MipmapControl.MIPMAP_NONE,
                                                            Allocation.USAGE_SCRIPT);
    final Allocation output = Allocation.createTyped(renderScript, input.getType());
    try {
        final ScriptIntrinsicBlur script = createBlurringScript(radius, renderScript, input);
        script.forEach(output);
        renderScript.finish();
        output.copyTo(bitmap);
    } finally {
        input.destroy();
        output.destroy();
        bitmapToBlur.recycle();
        renderScript.destroy();
    }
    return bitmap;
}
 

public static Bitmap blur(Context context, Bitmap image) {
    int width = Math.round(image.getWidth() * BITMAP_SCALE);
    int height = Math.round(image.getHeight() * BITMAP_SCALE);

    Bitmap inputBitmap = Bitmap.createScaledBitmap(image, width, height, false);
    Bitmap outputBitmap = Bitmap.createBitmap(inputBitmap);

    RenderScript rs = RenderScript.create(context);
    ScriptIntrinsicBlur theIntrinsic = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    Allocation tmpIn = Allocation.createFromBitmap(rs, inputBitmap);
    Allocation tmpOut = Allocation.createFromBitmap(rs, outputBitmap);
    theIntrinsic.setRadius(BLUR_RADIUS);
    theIntrinsic.setInput(tmpIn);
    theIntrinsic.forEach(tmpOut);
    tmpOut.copyTo(outputBitmap);


    return outputBitmap;
}
 

/**
 * Returns a blurred bitmap. It uses a RenderScript to blur the bitmap very fast.
 * @param context
 * @param originalBitmap
 * @param radius
 * @return
 */
public static Bitmap fastBlur(Context context, Bitmap originalBitmap, int radius) {
    final RenderScript rs = RenderScript.create(context);

    final Allocation input = Allocation.createFromBitmap(rs, originalBitmap);
    final Allocation output = Allocation.createTyped(rs, input.getType());
    final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setRadius(radius);
    script.setInput(input);
    script.forEach(output);
    output.copyTo(originalBitmap);

    return originalBitmap;
}
 

/**
 * blur a given bitmap
 *
 * @param sentBitmap       bitmap to blur
 * @param radius           blur radius
 * @param canReuseInBitmap true if bitmap must be reused without blur
 * @param context          used by RenderScript, can be null if RenderScript disabled
 * @return blurred bitmap
 */
public static Bitmap doBlur(Bitmap sentBitmap, int radius, boolean canReuseInBitmap, Context context) {
    Bitmap bitmap;

    if (canReuseInBitmap) {
        bitmap = sentBitmap;
    } else {
        bitmap = sentBitmap.copy(sentBitmap.getConfig(), true);
    }

    if (bitmap.getConfig() == Bitmap.Config.RGB_565) {
        // RenderScript hates RGB_565 so we convert it to ARGB_8888
        // (see http://stackoverflow.com/questions/21563299/
        // defect-of-image-with-scriptintrinsicblur-from-support-library)
        bitmap = convertRGB565toARGB888(bitmap);
    }

    try {
        final RenderScript rs = RenderScript.create(context);
        final Allocation input = Allocation.createFromBitmap(rs, bitmap, Allocation.MipmapControl.MIPMAP_NONE,
            Allocation.USAGE_SCRIPT);
        final Allocation output = Allocation.createTyped(rs, input.getType());
        final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
        script.setRadius(radius);
        script.setInput(input);
        script.forEach(output);
        output.copyTo(bitmap);
        return bitmap;
    } catch (RSRuntimeException e) {
        Log.e(TAG, "RenderScript known error : https://code.google.com/p/android/issues/detail?id=71347 "
            + "continue with the FastBlur approach.");
    }

    return null;
}
 

@TargetApi(Build.VERSION_CODES.HONEYCOMB)
@Override
protected void onAttachedToWindow() {
    super.onAttachedToWindow();
    mRenderScript = RenderScript.create(getContext());
    mBlur = ScriptIntrinsicBlur.create(mRenderScript, Element.U8_4(mRenderScript));
    if (isPostHoneycomb() && isHardwareAccelerated()) {
        getViewTreeObserver().addOnGlobalLayoutListener(getGlobalLayoutListener());
        getViewTreeObserver().addOnScrollChangedListener(getScrollChangedListener());
    }
}
 

@Override
    public Bitmap transform(Bitmap source) {
        Timber.i("start bitmap transform");
        try {
            float radius = 10f;
            Bitmap outputBitmap;
//            if(Build.VERSION.SDK_INT >= 17){
                outputBitmap = Bitmap.createBitmap(source.getWidth(), source.getHeight(), Bitmap.Config.ARGB_8888);
                RenderScript rs = RenderScript.create(ctx);
                ScriptIntrinsicBlur sib = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
                Allocation tmpIn = Allocation.createFromBitmap(rs, source);
                Allocation tmpOut = Allocation.createFromBitmap(rs, outputBitmap);
                sib.setRadius(radius);
                sib.setInput(tmpIn);
                sib.forEach(tmpOut);
                tmpOut.copyTo(outputBitmap);
                source.recycle();
//            }else{
//                outputBitmap = FastBlur.doBlur(source, (int) radius, true);
//            }
            Timber.d("blur bitmap success");
            return outputBitmap;
        } catch (Exception e) {
            Timber.e(e, "occur an error during blurring bitmap");
            return source;
        }
    }
 

public static Bitmap blurBitmap(Context applicationContext, Bitmap bitmap, float radius) {

        //Let's create an empty bitmap with the same size of the bitmap we want to blur
        Bitmap outBitmap = Bitmap.createBitmap(bitmap.getWidth(), bitmap.getHeight(), Bitmap.Config.ARGB_8888);

        //Instantiate a new Renderscript
        RenderScript rs = RenderScript.create(applicationContext);

        //Create an Intrinsic Blur Script using the Renderscript
        ScriptIntrinsicBlur blurScript = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

        //Create the Allocations (in/out) with the Renderscript and the in/out bitmaps
        Allocation allIn = Allocation.createFromBitmap(rs, bitmap);
        Allocation allOut = Allocation.createFromBitmap(rs, outBitmap);
        //Set the radius of the blur
        blurScript.setRadius(radius);
        //Perform the Renderscript
        blurScript.setInput(allIn);
        blurScript.forEach(allOut);

        //Copy the final bitmap created by the out Allocation to the outBitmap
        allOut.copyTo(outBitmap);

        //recycle the original bitmap
        bitmap.recycle();

        //After finishing everything, we destroy the Renderscript.
        rs.destroy();

        return outBitmap;
    }
 

public static void blurImage(RenderScript renderScript, Bitmap bmp, float radius) {
    final Allocation input = Allocation.createFromBitmap(renderScript, bmp);
    final Allocation output = Allocation.createTyped(renderScript, input.getType());
    final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(renderScript, Element.U8_4(renderScript));
    script.setRadius(radius);
    script.setInput(input);
    script.forEach(output);
    output.copyTo(bmp);
}
 

private static Bitmap blurBitmap(Bitmap src, float blurRadius, Context context){
    RenderScript rs = RenderScript.create(context);
    Bitmap.Config conf = Bitmap.Config.ARGB_8888;
    Bitmap blurredBitmap = Bitmap.createBitmap(src.getWidth(), src.getHeight(), conf);

    final Allocation input = Allocation.createFromBitmap(rs, src, Allocation.MipmapControl.MIPMAP_NONE, Allocation.USAGE_SCRIPT);
    final Allocation output = Allocation.createTyped(rs, input.getType());

    final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setRadius(blurRadius);
    script.setInput(input);
    script.forEach(output);
    output.copyTo(blurredBitmap);
    return blurredBitmap;
}
 

@WorkerThread
private Bitmap getBlurBitmap(Context context, Bitmap inBitmap, float radius) {
    if (context == null || inBitmap == null) {
        throw new IllegalArgumentException("have not called setParams() before call execute()");
    }

    int width = Math.round(inBitmap.getWidth() * SCALE);
    int height = Math.round(inBitmap.getHeight() * SCALE);

    Bitmap in = Bitmap.createScaledBitmap(inBitmap, width, height, false);
    Bitmap out = Bitmap.createBitmap(in);

    RenderScript rs = RenderScript.create(context);
    ScriptIntrinsicBlur blurScript = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

    Allocation allocationIn = Allocation.createFromBitmap(rs, in);
    Allocation allocationOut = Allocation.createFromBitmap(rs, out);

    blurScript.setRadius(radius);
    blurScript.setInput(allocationIn);
    blurScript.forEach(allocationOut);
    allocationOut.copyTo(out);

    allocationIn.destroy();
    allocationOut.destroy();
    blurScript.destroy();
    rs.destroy();

    return out;
}
 

public static void blurBitmapWithRenderscript(RenderScript rs, Bitmap bitmap2) {
    //this will blur the bitmapOriginal with a radius of 25 and save it in bitmapOriginal
    final Allocation input = Allocation.createFromBitmap(rs, bitmap2); //use this constructor for best performance, because it uses USAGE_SHARED mode which reuses memory
    final Allocation output = Allocation.createTyped(rs, input.getType());
    final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    // must be >0 and <= 25
    script.setRadius(25f);
    script.setInput(input);
    script.forEach(output);
    output.copyTo(bitmap2);
}
 

public Bitmap blur(int radius, Bitmap bitmapOriginal) {
    final Allocation input = Allocation.createFromBitmap(rs, bitmapOriginal);
    final Allocation output = Allocation.createTyped(rs, input.getType());
    final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setRadius(radius);
    script.setInput(input);
    script.forEach(output);
    output.copyTo(bitmapOriginal);
    return bitmapOriginal;
}
 

@Override
public Bitmap blur(int radius, Bitmap bitmapOriginal) {
    radius = Math.min(radius,25);

    final Allocation input = Allocation.createFromBitmap(rs, bitmapOriginal);
    final Allocation output = Allocation.createTyped(rs, input.getType());
    final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setRadius(radius);
    script.setInput(input);
    script.forEach(output);
    output.copyTo(bitmapOriginal);
    return bitmapOriginal;
}
 

public Bitmap processImage(Bitmap bitmap) {
    if (!mLoaded) {
        try {
            loadModel();
        } catch (IOException e) {

        }
    }
    // convert the bitmap to RGB * (h * w);
    int height = bitmap.getHeight();
    int width = bitmap.getWidth();

    // Crop the image.
    Bitmap outImgBig = Bitmap.createBitmap(bitmap, (width - MAX_IMG_SIZE) / 2,
            (height - MAX_IMG_SIZE) / 2, MAX_IMG_SIZE, MAX_IMG_SIZE);
    // Process the cropped image through the neural net.
    Allocation outImgBigAlloc = processImgChunk(outImgBig);

    // Blur the output image a bit.
    Allocation blurredAlloc = Allocation.createFromBitmap(mRS, outImgBig);
    ScriptIntrinsicBlur mBlur = ScriptIntrinsicBlur.create(mRS, Element.U8_4(mRS));
    mBlur.setInput(outImgBigAlloc);
    mBlur.setRadius(1.5f);
    mBlur.forEach(blurredAlloc);
    blurredAlloc.copyTo(outImgBig);

    logBenchmarkResult();
    return outImgBig;
}
 

public static void RsBlur(RenderScript rs, Bitmap original, float radius) {
    // use this constructor for best performance, because it uses USAGE_SHARED mode which
    // reuses memory
    final Allocation input = Allocation.createFromBitmap(rs, original);
    final Allocation output = Allocation.createTyped(rs, input.getType());
    final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setRadius(radius);
    script.setInput(input);
    script.forEach(output);
    output.copyTo(original);
    rs.destroy();
}
 

public static void RsBlur(RenderScript rs, Bitmap original) {
    // use this constructor for best performance, because it uses USAGE_SHARED mode which
    // reuses memory
    final Allocation input = Allocation.createFromBitmap(rs, original);
    final Allocation output = Allocation.createTyped(rs, input.getType());
    final ScriptIntrinsicBlur script = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
    script.setRadius(8f);
    script.setInput(input);
    script.forEach(output);
    output.copyTo(original);
    rs.destroy();
}
 

@Override
public Resource<Bitmap> transform(Resource<Bitmap> resource, int outWidth, int outHeight) {
    Bitmap source = resource.get();

    int width = source.getWidth();
    int height = source.getHeight();
    int scaledWidth = width / mSampling;
    int scaledHeight = height / mSampling;

    Bitmap bitmap = mBitmapPool.get(scaledWidth, scaledHeight, Bitmap.Config.ARGB_8888);
    if (bitmap == null) {
        bitmap = Bitmap.createBitmap(scaledWidth, scaledHeight, Bitmap.Config.ARGB_8888);
    }

    Canvas canvas = new Canvas(bitmap);
    canvas.scale(1 / (float) mSampling, 1 / (float) mSampling);
    Paint paint = new Paint();
    paint.setFlags(Paint.FILTER_BITMAP_FLAG);
    canvas.drawBitmap(source, 0, 0, paint);

    RenderScript rs = RenderScript.create(mContext);
    Allocation input = Allocation.createFromBitmap(rs, bitmap, Allocation.MipmapControl.MIPMAP_NONE,
            Allocation.USAGE_SCRIPT);
    Allocation output = Allocation.createTyped(rs, input.getType());
    ScriptIntrinsicBlur blur = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

    blur.setInput(input);
    blur.setRadius(mRadius);
    blur.forEach(output);
    output.copyTo(bitmap);

    rs.destroy();

    return BitmapResource.obtain(bitmap, mBitmapPool);
}
 

/**
 * 模糊图片的具体方法
 *
 * @param context 上下文对象
 * @param image   需要模糊的图片
 * @return 模糊处理后的图片
 */
public static Bitmap blurBitmap(Context context, Bitmap image, float blurRadius) {
    // 计算图片缩小后的长宽
    int width = Math.round(image.getWidth() * BITMAP_SCALE);
    int height = Math.round(image.getHeight() * BITMAP_SCALE);

    // 将缩小后的图片做为预渲染的图片
    Bitmap inputBitmap = Bitmap.createScaledBitmap(image, width, height, false);
    // 创建一张渲染后的输出图片
    Bitmap outputBitmap = Bitmap.createBitmap(inputBitmap);

    // 创建RenderScript内核对象
    RenderScript rs = RenderScript.create(context);
    // 创建一个模糊效果的RenderScript的工具对象
    ScriptIntrinsicBlur blurScript = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

    // 由于RenderScript并没有使用VM来分配内存,所以需要使用Allocation类来创建和分配内存空间
    // 创建Allocation对象的时候其实内存是空的,需要使用copyTo()将数据填充进去
    Allocation tmpIn = Allocation.createFromBitmap(rs, inputBitmap);
    Allocation tmpOut = Allocation.createFromBitmap(rs, outputBitmap);

    // 设置渲染的模糊程度, 25f是最大模糊度
    blurScript.setRadius(blurRadius);
    // 设置blurScript对象的输入内存
    blurScript.setInput(tmpIn);
    // 将输出数据保存到输出内存中
    blurScript.forEach(tmpOut);

    // 将数据填充到Allocation中
    tmpOut.copyTo(outputBitmap);

    return outputBitmap;
}
 

@NonNull
private Bitmap getExpectedBitmap(RenderScript rs, Bitmap bmpFromNv21) {
    Allocation ain = Allocation.createFromBitmap(rs, bmpFromNv21);
    Allocation aout = Allocation.createTyped(rs, ain.getType());

    ScriptIntrinsicBlur blurScript = ScriptIntrinsicBlur.create(
            rs, ain.getElement());
    blurScript.setInput(ain);
    blurScript.setRadius(RADIUS);
    blurScript.forEach(aout);

    Bitmap expectedBitmap = Bitmap.createBitmap(bmpFromNv21.getWidth(), bmpFromNv21.getHeight(), bmpFromNv21.getConfig());
    aout.copyTo(expectedBitmap);
    return expectedBitmap;
}
 

@Override
public void runScript(RSToolboxContext rsToolboxContext, Allocation aout, BlurParams scriptParams) {
    ScriptIntrinsicBlur blurScript = ScriptIntrinsicBlur.create(
            rsToolboxContext.rs, rsToolboxContext.ain.getElement());
    blurScript.setInput(rsToolboxContext.ain);
    blurScript.setRadius(scriptParams.radius);
    blurScript.forEach(aout);
}
 

/**
     * Transforms the given {@link Bitmap} based on the given dimensions and returns the transformed
     * result.
     * <p/>
     * <p>
     * The provided Bitmap, toTransform, should not be recycled or returned to the pool. Glide will automatically
     * recycle and/or reuse toTransform if the transformation returns a different Bitmap. Similarly implementations
     * should never recycle or return Bitmaps that are returned as the result of this method. Recycling or returning
     * the provided and/or the returned Bitmap to the pool will lead to a variety of runtime exceptions and drawing
     * errors. See #408 for an example. If the implementation obtains and discards intermediate Bitmaps, they may
     * safely be returned to the BitmapPool and/or recycled.
     * </p>
     * <p/>
     * <p>
     * outWidth and outHeight will never be {Target.SIZE_ORIGINAL}, this
     * class converts them to be the size of the Bitmap we're going to transform before calling this method.
     * </p>
     *
     * @param pool        A {@link BitmapPool} that can be used to obtain and
     *                    return intermediate {@link Bitmap}s used in this transformation. For every
     *                    {@link Bitmap} obtained from the pool during this transformation, a
     *                    {@link Bitmap} must also be returned.
     * @param toTransform The {@link Bitmap} to transform.
     * @param outWidth    The ideal width of the transformed bitmap (the transformed width does not need to match exactly).
     * @param outHeight   The ideal height of the transformed bitmap (the transformed heightdoes not need to match
     */
    @Override
    protected Bitmap transform(BitmapPool pool, Bitmap toTransform, int outWidth, int outHeight) {
        boolean needScaled = mSampling == DEFAULT_SAMPLING;
        int originWidth = toTransform.getWidth();
        int originHeight = toTransform.getHeight();
        int width, height;
        if (needScaled) {
            width = originWidth;
            height = originHeight;
        } else {
            width = (int) (originWidth / mSampling);
            height = (int) (originHeight / mSampling);
        }
        //find a re-use bitmap
        Bitmap bitmap = pool.get(width, height, Bitmap.Config.ARGB_8888);
        if (bitmap == null) {
            bitmap = Bitmap.createBitmap(width, height, Bitmap.Config.ARGB_8888);
        }

        Canvas canvas = new Canvas(bitmap);
        if (mSampling != DEFAULT_SAMPLING) {
            canvas.scale(1 / mSampling, 1 / mSampling);
        }
        Paint paint = new Paint();
        paint.setFlags(Paint.FILTER_BITMAP_FLAG | Paint.ANTI_ALIAS_FLAG);
        PorterDuffColorFilter filter =
                new PorterDuffColorFilter(mColor, PorterDuff.Mode.SRC_ATOP);
        paint.setColorFilter(filter);
        canvas.drawBitmap(toTransform, 0, 0, paint);
// TIPS: Glide will take care of returning our original Bitmap to the BitmapPool for us,
// we needn't to recycle it. 
//        toTransform.recycle();  <--- Just for tips. by Ligboy

        RenderScript rs = RenderScript.create(mContext);
        Allocation input = Allocation.createFromBitmap(rs, bitmap, Allocation.MipmapControl.MIPMAP_NONE,
                Allocation.USAGE_SCRIPT);
        Allocation output = Allocation.createTyped(rs, input.getType());
        ScriptIntrinsicBlur blur = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));

        blur.setInput(input);
        blur.setRadius(mRadius);
        blur.forEach(output);
        output.copyTo(bitmap);

        rs.destroy();

        if (needScaled) {
            return bitmap;
        } else {
            Bitmap scaled = Bitmap.createScaledBitmap(bitmap, originWidth, originHeight, true);
            bitmap.recycle();
            return scaled;
        }
    }
 

public GBlurPic(Context context) {
	super();
	this.mRS = RenderScript.create(context);
	this.mBlur = ScriptIntrinsicBlur.create(mRS, Element.U8_4(mRS));
}
 

public Bitmap processImage(Bitmap bitmap) {
    ScriptC_network script = new ScriptC_network(mRS);

    int numElements = 100;
    Element floatElement = Element.I32(mRS);
    Type arrayType = Type.createX(mRS, floatElement,  numElements);
    Allocation inputAlloc = Allocation.createTyped(mRS, arrayType);
    Allocation outputAlloc = Allocation.createTyped(mRS, arrayType);

    script.forEach_mapper(inputAlloc, outputAlloc);

    int[] output = new int[numElements];
    outputAlloc.copyTo(output);
    Log.i(TAG, output[0] + " " + output[99]);


    if (!mLoaded) {
        try {
            loadModel();
        } catch (IOException e) {

        }
    }
    int height = bitmap.getHeight();
    int width = bitmap.getWidth();

    // Crop the image.
    Bitmap outImgBig = Bitmap.createBitmap(bitmap, (width - MAX_IMG_SIZE) / 2,
            (height - MAX_IMG_SIZE) / 2, MAX_IMG_SIZE, MAX_IMG_SIZE);
    // Process the cropped image through the neural net.
    Allocation outImgBigAlloc = processImgChunk(outImgBig);

    // Blur the output image a bit.
    Allocation blurredAlloc = Allocation.createFromBitmap(mRS, outImgBig);
    ScriptIntrinsicBlur mBlur = ScriptIntrinsicBlur.create(mRS, Element.U8_4(mRS));
    mBlur.setInput(outImgBigAlloc);
    mBlur.setRadius(1.5f);
    mBlur.forEach(blurredAlloc);
    blurredAlloc.copyTo(outImgBig);

    // outImgBigAlloc.copyTo(outImgBig);
    ScriptIntrinsicConvolve3x3 convolution = ScriptIntrinsicConvolve3x3.create(mRS, Element.U8_4(mRS));
    float[] matrix_sharpen =
                    { 0, -1, 0,
                     -1, 5, -1,
                      0, -1, 0};
    convolution.setInput(blurredAlloc);
    convolution.setCoefficients(matrix_sharpen);
    convolution.forEach(outImgBigAlloc);
    outImgBigAlloc.copyTo(outImgBig);

    logBenchmarkResult();
    return outImgBig;
}
 

@Override
public void createFilter(Resources res) {
    mIntrinsic = ScriptIntrinsicBlur.create(mRS, Element.U8_4(mRS));
    mIntrinsic.setInput(mInPixelsAllocation);
    mIntrinsic.setRadius(mRadius);
}
 

public RenderScriptBlur(@NonNull Context context, @NonNull BlurConfig blurConfig) {
    super(blurConfig);
    rs = RenderScript.create(context);
    scriptBlur = ScriptIntrinsicBlur.create(rs, Element.U8_4(rs));
}