full flow mobile slicing person

app/src/main/java/com/qualcomm/qti/snpe/imageclassifiers/detector/MobilenetDetector.java

@@ -103,14 +103,14 @@ public class MobilenetDetector {
         Mat frameCv = new Mat();
         Bitmap frame32 = frame.copy(Bitmap.Config.ARGB_8888, true);
         Utils.bitmapToMat(frame32, frameCv);
-        Mat resizeimage = new Mat();
-        Size sz = new Size(MODEL_WIDTH,MODEL_HEIGHT);
-        Imgproc.resize( frameCv, resizeimage, sz );
-        Imgproc.cvtColor(resizeimage , resizeimage , Imgproc.COLOR_RGBA2RGB);//COLOR_RGBA2RGB
-        resizeimage.convertTo(resizeimage, CvType.CV_32F);//, 1.0, 0); //convert to 32F
-        Core.subtract(resizeimage, new Scalar(127.0f, 127.0f, 127.0f), resizeimage);
-        Core.divide(resizeimage, new Scalar(128.0f, 128.0f, 128.0f), resizeimage);
-        resizeimage.get(0, 0, inputValues); //image.astype(np.float32)
+//        Mat resizeimage = new Mat();
+//        Size sz = new Size(MODEL_WIDTH,MODEL_HEIGHT);
+//        Imgproc.resize( frameCv, resizeimage, sz );
+        Imgproc.cvtColor(frameCv , frameCv , Imgproc.COLOR_RGBA2RGB);//COLOR_RGBA2RGB
+        frameCv.convertTo(frameCv, CvType.CV_32F);//, 1.0, 0); //convert to 32F
+        Core.subtract(frameCv, new Scalar(127.0f, 127.0f, 127.0f), frameCv);
+        Core.divide(frameCv, new Scalar(128.0f, 128.0f, 128.0f), frameCv);
+        frameCv.get(0, 0, inputValues); //image.astype(np.float32)
         long preProcessTime = System.currentTimeMillis()- preProcessStart;
         Log.d(LOGTAG,"Preprocess_time: "+ preProcessTime);
         /**Preprocessing**/

app/src/main/java/com/qualcomm/qti/snpe/imageclassifiers/thread/AiSlicingThread.java

 package com.qualcomm.qti.snpe.imageclassifiers.thread;
 
+import static com.qualcomm.qti.snpe.imageclassifiers.detector.MobilenetDetector.MODEL_HEIGHT;
+import static com.qualcomm.qti.snpe.imageclassifiers.detector.MobilenetDetector.MODEL_WIDTH;
 import static com.qualcomm.qti.snpe.imageclassifiers.detector.RetinaDetector.IMG_HEIGHT;
 import static com.qualcomm.qti.snpe.imageclassifiers.detector.RetinaDetector.IMG_WIDTH;
 
@@ -18,6 +20,7 @@ import android.util.Log;
 import com.qualcomm.qti.snpe.imageclassifiers.MainActivity;
 import com.qualcomm.qti.snpe.imageclassifiers.R;
 import com.qualcomm.qti.snpe.imageclassifiers.detector.Bbox;
+import com.qualcomm.qti.snpe.imageclassifiers.detector.MobilenetDetector;
 import com.qualcomm.qti.snpe.imageclassifiers.detector.RetinaDetector;
 
 import java.io.ByteArrayOutputStream;
@@ -37,13 +40,13 @@ public class AiSlicingThread extends Thread{
 
     /** class main attribute */
     private LinkedBlockingDeque<ImageSlice> aiSlicesQueue;
-    private RetinaDetector mDetector;
+    private MobilenetDetector mDetector;
     private AISliceMergingThread aiSliceMergingThread;
     private boolean isProcess = true;
     private Context mContext;
 
     /** Constructor 1: receive exist detector */
-    public AiSlicingThread(RetinaDetector mDetector, AISliceMergingThread aiSliceMergingThread) {
+    public AiSlicingThread(MobilenetDetector mDetector, AISliceMergingThread aiSliceMergingThread) {
         this.aiSlicesQueue = new LinkedBlockingDeque<>();
         this.aiSliceMergingThread = aiSliceMergingThread;
         this.mDetector = mDetector;
@@ -55,7 +58,7 @@ public class AiSlicingThread extends Thread{
         this.aiSlicesQueue = new LinkedBlockingDeque<>();
         mContext = context;
         this.aiSlicesQueue = new LinkedBlockingDeque<ImageSlice>();
-        this.mDetector = new RetinaDetector(context, application, R.raw.retina_mb_nosm_h288_w512_quantized);
+        this.mDetector = new MobilenetDetector(context, application, R.raw.mb1_ssd_sim);
         this.setName(AI_SLICING_THREAD);
     }
 
@@ -83,8 +86,8 @@ public class AiSlicingThread extends Thread{
                             sliceCropBox.getX(), sliceCropBox.getY(),
                             sliceCropBox.getWidth(), sliceCropBox.getHeight());
 
-                    final float scaleX = IMG_WIDTH / (float) (croppedBmp1.getWidth());
-                    final float scaleY = IMG_HEIGHT / (float) (croppedBmp1.getHeight());
+                    final float scaleX = MODEL_WIDTH / (float) (croppedBmp1.getWidth());
+                    final float scaleY = MODEL_HEIGHT / (float) (croppedBmp1.getHeight());
                     final Matrix scalingMatrix = new Matrix();
                     scalingMatrix.postScale(scaleX, scaleY);
 
@@ -140,7 +143,7 @@ public class AiSlicingThread extends Thread{
         return aiSlicesQueue.offerLast(imageSlice);
     }
 
-    private List<Bbox> startAIFlowDetect(RetinaDetector mDetector, Bitmap bmp, int frameId,float scaleX,float scaleY,int startX,int startY) throws IOException {
+    private List<Bbox> startAIFlowDetect(MobilenetDetector mDetector, Bitmap bmp, int frameId,float scaleX,float scaleY,int startX,int startY) throws IOException {
         List<Bbox> detectedBoxes = new ArrayList<>();
         final Bitmap resizedBmpCopy = bmp.copy(Bitmap.Config.ARGB_8888, true);