博客
关于我
TFLite: interprenter run
阅读量:752 次
发布时间:2019-03-23

本文共 1560 字,大约阅读时间需要 5 分钟。

私 void classifyFrame() {// 获取BitmapBitmap bitmap = textureView.getBitmap(classifier.getImageSizeX(), classifier.getImageSizeY());// 感兴趣的文本String textToShow = classifier.classifyFrame(bitmap);}

// 输入数据的保存空间ByteBuffer=imgData=ByteBuffer.allocateDirect(DIM_BATCH_SIZE//1* getImageSizeX()* getImageSizeY()* DIM_PIXEL_SIZE//3* getNumBytesPerChannel());

// 将Bitmap转换为ByteBufferprivate void convertBitmapToByteBuffer(Bitmap bitmap) {imgData.rewind();bitmap.getPixels(intValues, 0, bitmap.getWidth(), 0, 0, bitmap.getWidth(), bitmap.getHeight());

long startTime = SystemClock.uptimeMillis();pixel=0;for (int i=0; i

}

protected void addPixelValue(int pixelValue) {imgData.put((byte)((pixelValue >> 16) & 0xFF));imgData.put((byte)((pixelValue >> 8) & 0xFF));imgData.put((byte)(pixelValue & 0xFF));}

// TensorFlow Lite引擎protected Interpreter tflite;// 输入结果存储空间private ByteBuffer imgData;

// 模型加载与预处理tflite= new Interpreter(loadModelFile(activity));imgData=ByteBuffer.allocateDirect(DIM_BATCH_SIZE//1* getImageSizeX()* getImageSizeY()* DIM_PIXEL_SIZE//3* getNumBytesPerChannel());

// 模型运行public void run(Object input) {Object[] inputs = {input};Map<Integer, Object> outputs = new HashMap<>();outputs.put(0, output);runForMultipleInputsOutputs(inputs, outputs);}

public void runForMultipleInputsOutputs(Object[] inputs, Map<Integer, Object> outputs) {Tensor[] tensors = wrapper.run(inputs);for (Integer idx : outputs.keySet()) {tensors[idx].copyTo(outputs.get(idx));}}

// 定义模型输入维度private static native int[] getInputDims(long interpreterHandle, int inputIdx, int numBytes);

转载地址:http://icuzk.baihongyu.com/

你可能感兴趣的文章
No module named 'crispy_forms'等使用pycharm开发
查看>>
No module named 'pandads'
查看>>
No module named cv2
查看>>
No module named tensorboard.main在安装tensorboardX的时候遇到的问题
查看>>
No module named ‘MySQLdb‘错误解决No module named ‘MySQLdb‘错误解决
查看>>
No new migrations found. Your system is up-to-date.
查看>>
No qualifying bean of type XXX found for dependency XXX.
查看>>
No qualifying bean of type ‘com.netflix.discovery.AbstractDiscoveryClientOptionalArgs<?>‘ available
查看>>
No resource identifier found for attribute 'srcCompat' in package的解决办法
查看>>
no session found for current thread
查看>>
No static resource favicon.ico.
查看>>
no such file or directory AndroidManifest.xml
查看>>
No toolchains found in the NDK toolchains folder for ABI with prefix: mips64el-linux-android
查看>>
NO.23 ZenTaoPHP目录结构
查看>>
no1
查看>>
NO32 网络层次及OSI7层模型--TCP三次握手四次断开--子网划分
查看>>
NOAA(美国海洋和大气管理局)气象数据获取与POI点数据获取
查看>>
NoClassDefFoundError: org/springframework/boot/context/properties/ConfigurationBeanFactoryMetadata
查看>>
node
查看>>
node exporter完整版
查看>>