Android Code ilu Inu Imu: App Deteksi TM

<?xml version="1.0" encoding="utf-8"?>
<RelativeLayout xmlns:android="http://schemas.android.com/apk/res/android"
xmlns:app="http://schemas.android.com/apk/res-auto"
xmlns:opencv="http://schemas.android.com/apk/res-auto"
xmlns:tools="http://schemas.android.com/tools"
android:layout_width="match_parent"
android:layout_height="match_parent"
android:screenOrientation="landscape">

<org.opencv.android.JavaCameraView
android:id="@+id/deteksi"
android:layout_width="match_parent"
android:layout_height="match_parent"
android:visibility="gone"
opencv:camera_id="any"
opencv:show_fps="true"

/>

<LinearLayout
android:layout_width="match_parent"
android:layout_height="wrap_content"
android:layout_gravity="center|bottom"
android:layout_margin="16dp"
android:gravity="center"
android:orientation="horizontal"
android:weightSum="2"
android:layout_marginTop="260dp">

<Button
android:id="@+id/btnCek"
android:layout_width="wrap_content"
android:layout_height="wrap_content"
android:text="COMPARE"
android:layout_gravity="center"/>
</LinearLayout>

</RelativeLayout>

+++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++

<?xml version="1.0" encoding="utf-8"?>

<ScrollView xmlns:android="http://schemas.android.com/apk/res/android"

android:layout_width="fill_parent"

android:layout_height="fill_parent"

android:background="@drawable/hasil" >

<LinearLayout

android:layout_width="fill_parent"

android:layout_height="fill_parent"

android:orientation="vertical"

android:padding="10dip" >

<ImageView

android:id="@+id/Hasil_gambar"

android:layout_width="match_parent"

android:layout_height="150dp"

android:layout_gravity="center_horizontal"

<TextView

android:layout_width="wrap_content"

android:layout_height="wrap_content"

android:layout_gravity="center_horizontal"

android:layout_marginTop="30dip"

android:text="Nama"

android:textColor="#000000"

android:textSize="20sp"

android:textStyle="bold" />

<TextView

android:id="@+id/judul"

android:layout_width="wrap_content"

android:layout_height="wrap_content"

android:textSize="20sp"

android:textStyle="bold"

android:layout_gravity="center_horizontal"

android:text="Nama"

android:textColor="#000000" />

<TextView

android:layout_width="wrap_content"

android:layout_marginTop="15dip"

android:layout_height="wrap_content"

android:text="Kingdom"

android:textColor="#000000"

android:layout_gravity="center_horizontal"

android:textSize="20sp"

android:textStyle="bold" />

<TextView

android:id="@+id/kingdom"

android:layout_width="wrap_content"

android:layout_height="wrap_content"

android:textColor="#000000"

android:layout_gravity="center_horizontal"

android:textSize="20sp"

android:textStyle="bold"/>

<TextView

android:layout_width="wrap_content"

android:layout_marginTop="15dip"

android:layout_height="wrap_content"

android:text="Divisi"

android:layout_gravity="center_horizontal"

android:textColor="#000000"

android:textSize="20sp"

android:textStyle="bold" />

<TextView

android:id="@+id/divisi"

android:layout_width="wrap_content"

android:layout_height="wrap_content"

android:layout_gravity="center_horizontal"

android:textColor="#000000"

android:textSize="20sp"

android:textStyle="bold"/>

<TextView

android:layout_width="wrap_content"

android:layout_marginTop="15dip"

android:layout_height="wrap_content"

android:text="Subdivisi"

android:layout_gravity="center_horizontal"

android:textColor="#000000"

android:textSize="20sp"

android:textStyle="bold" />

<TextView

android:id="@+id/subdivisi"

android:layout_width="wrap_content"

android:layout_height="wrap_content"

android:textColor="#000000"

android:layout_gravity="center_horizontal"

android:textSize="20sp"

android:textStyle="bold"/>

<TextView

android:layout_width="wrap_content"

android:layout_marginTop="15dip"

android:layout_height="wrap_content"

android:text="Kelas"

android:layout_gravity="center_horizontal"

android:textColor="#000000"

android:textSize="20sp"

android:textStyle="bold" />

<TextView

android:id="@+id/kelas"

android:layout_width="wrap_content"

android:layout_height="wrap_content"

android:textColor="#000000"

android:textSize="20sp"

android:layout_gravity="center_horizontal"

android:textStyle="bold"/>

<TextView

android:layout_width="wrap_content"

android:layout_marginTop="15dip"

android:layout_height="wrap_content"

android:text="Ordo"

android:textColor="#000000"

android:layout_gravity="center_horizontal"

android:textSize="20sp"

android:textStyle="bold" />

<TextView

android:id="@+id/ordo"

android:layout_width="wrap_content"

android:layout_height="wrap_content"

android:textColor="#000000"

android:layout_gravity="center_horizontal"

android:textSize="20sp"

android:textStyle="bold"/>

<TextView

android:layout_width="wrap_content"

android:layout_marginTop="15dip"

android:layout_height="wrap_content"

android:text="Famili"

android:textColor="#000000"

android:layout_gravity="center_horizontal"

android:textSize="20sp"

android:textStyle="bold" />

<TextView

android:id="@+id/famili"

android:layout_width="wrap_content"

android:layout_height="wrap_content"

android:textColor="#000000"

android:textSize="20sp"

android:layout_gravity="center_horizontal"

android:textStyle="bold"/>

<TextView

android:layout_width="wrap_content"

android:layout_marginTop="15dip"

android:layout_height="wrap_content"

android:text="Genus"

android:textColor="#000000"

android:layout_gravity="center_horizontal"

android:textSize="20sp"

android:textStyle="bold" />

<TextView

android:id="@+id/genus"

android:layout_width="wrap_content"

android:layout_height="wrap_content"

android:textColor="#000000"

android:layout_gravity="center_horizontal"

android:textSize="20sp"

android:textStyle="bold"/>

<TextView

android:layout_width="wrap_content"

android:layout_marginTop="15dip"

android:layout_height="wrap_content"

android:text="Spesies"

android:textColor="#000000"

android:layout_gravity="center_horizontal"

android:textSize="20sp"

android:textStyle="bold" />

<TextView

android:id="@+id/spesies"

android:layout_width="wrap_content"

android:layout_height="wrap_content"

android:textColor="#000000"

android:layout_gravity="center_horizontal"

android:textSize="20sp"

android:textStyle="bold"/>

</LinearLayout>

</ScrollView>

++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++

<?xml version="1.0" encoding="utf-8"?>

<manifest xmlns:android="http://schemas.android.com/apk/res/android"

package="com.example.fau.deteksidaun">

<uses-permission android:name="android.permission.CAMERA" />

<uses-feature

android:name="android.hardware.camera"

android:required="false" />

<uses-feature

android:name="android.hardware.camera.autofocus"

android:required="false" />

<uses-feature

android:name="android.hardware.camera.front"

android:required="false" />

<uses-feature

android:name="android.hardware.camera.front.autofocus"

android:required="false" />

<application

android:allowBackup="true"

android:icon="@drawable/daun"

android:label="@string/app_name"

android:roundIcon="@mipmap/ic_launcher_round"

android:supportsRtl="true"

android:theme="@style/AppTheme">

<intent-filter>

</intent-filter>

</activity>

</application>

</manifest>

++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++

package com.example.fau.deteksidaun;

import android.Manifest;

import android.content.Intent;

import android.content.pm.PackageManager;

import android.content.res.AssetManager;

import android.graphics.Bitmap;

import android.graphics.BitmapFactory;

import android.support.v4.app.ActivityCompat;

import android.support.v4.content.ContextCompat;

import android.support.v7.app.AppCompatActivity;

import android.os.Bundle;

import android.util.Log;

import android.view.SurfaceView;

import android.view.View;

import android.view.WindowManager;

import android.widget.Button;

import android.widget.TextView;

import org.opencv.android.BaseLoaderCallback;

import org.opencv.android.CameraBridgeViewBase;

import org.opencv.android.LoaderCallbackInterface;

import org.opencv.android.OpenCVLoader;

import org.opencv.android.Utils;

import org.opencv.core.DMatch;

import org.opencv.core.Mat;

import org.opencv.core.MatOfByte;

import org.opencv.core.MatOfDMatch;

import org.opencv.core.MatOfKeyPoint;

import org.opencv.core.Scalar;

import org.opencv.features2d.DescriptorExtractor;

import org.opencv.features2d.DescriptorMatcher;

import org.opencv.features2d.FeatureDetector;

import org.opencv.features2d.Features2d;

import org.opencv.imgproc.Imgproc;

import java.io.IOException;

import java.io.InputStream;

import java.util.LinkedList;

import java.util.List;

public class Deteksi extends AppCompatActivity implements CameraBridgeViewBase.CvCameraViewListener2{

String gab="";

int jd=10;

Button btnCek;

String[]arObject;

String[]arNama;

String hasilObject="";

private static final String TAG = "OCVSample::Activity";

private static final int REQUEST_PERMISSION = 100;

private int w, h;

private CameraBridgeViewBase mOpenCvCameraView;

TextView tvName;

Scalar RED = new Scalar(255, 0, 0);

Scalar GREEN = new Scalar(0, 255, 0);

FeatureDetector detector;

DescriptorExtractor descriptor;

DescriptorMatcher matcher;

Mat descriptors2;

MatOfKeyPoint keypoints2;

MatOfKeyPoint [] key1;

Mat desc1[],citra1[];

static {

if (!OpenCVLoader.initDebug())

Log.d("ERROR", "Unable to load OpenCV");

else

Log.d("SUCCESS", "OpenCV loaded");

}

private BaseLoaderCallback mLoaderCallback = new BaseLoaderCallback(this) {

@Override

public void onManagerConnected(int status) {

switch (status) {

case LoaderCallbackInterface.SUCCESS: {

Log.i(TAG, "OpenCV loaded successfully");

// mOpenCvCameraView.enableView();

try {

initializeOpenCVDependencies();

} catch (IOException e) {

e.printStackTrace();

}

break;

default: {

super.onManagerConnected(status);

}

break;

}

};

private void initializeOpenCVDependencies() throws IOException {

mOpenCvCameraView.enableView();

detector = FeatureDetector.create(FeatureDetector.ORB);

descriptor = DescriptorExtractor.create(DescriptorExtractor.ORB);

matcher = DescriptorMatcher.create(DescriptorMatcher.BRUTEFORCE_HAMMING);

Button btnCek=(Button)findViewById(R.id.btnCek);

btnCek.setOnClickListener(new View.OnClickListener() {

public void onClick(View arg0) {

Intent i = new Intent(Deteksi.this, HasilKlasifikasi.class);

i.putExtra("hasil ", hasilObject);

startActivity(i);

}});

arObject=new String[jd];

arNama=new String[jd];

desc1=new Mat[jd];

citra1=new Mat[jd];

key1=new MatOfKeyPoint[jd];

arObject[0]="obj1.jpg";

arObject[1]="obj2.jpg";

arObject[2]="obj3.jpg";

arNama[0]="Object 1";

arNama[1]="Object 2";

arNama[2]="Object 3";

AssetManager assetManager = getAssets();

for(int k=0;k<jd;k++) {

citra1[k] = new Mat();

InputStream istr1 = assetManager.open(arObject[k]);//a.jpeg

Bitmap bitmap1 = BitmapFactory.decodeStream(istr1);

Utils.bitmapToMat(bitmap1, citra1[k] );

Imgproc.cvtColor(citra1[k] , citra1[k] , Imgproc.COLOR_RGB2GRAY);

citra1[k] .convertTo(citra1[k] , 0);

desc1[k] = new Mat();

key1[k] = new MatOfKeyPoint();

detector.detect(citra1[k] , key1[k]);

descriptor.compute(citra1[k] , key1[k], desc1[k]);

}

//============================================1

}

public Deteksi() {

Log.i(TAG, "Instantiated new " + this.getClass());

}

@Override

protected void onCreate(Bundle savedInstanceState) {

Log.i(TAG, "called onCreate");

super.onCreate(savedInstanceState);

getWindow().addFlags(WindowManager.LayoutParams.FLAG_KEEP_SCREEN_ON);

setContentView(R.layout.activity_deteksi);

if(ContextCompat.checkSelfPermission(this, Manifest.permission.CAMERA) != PackageManager.PERMISSION_GRANTED) {

ActivityCompat.requestPermissions(this, new String[]{Manifest.permission.CAMERA}, REQUEST_PERMISSION);

}

mOpenCvCameraView = (CameraBridgeViewBase) findViewById(R.id.deteksi);

mOpenCvCameraView.setVisibility(SurfaceView.VISIBLE);

mOpenCvCameraView.setCvCameraViewListener(this);

}

@Override

public void onPause() {

super.onPause();

if (mOpenCvCameraView != null)

mOpenCvCameraView.disableView();

}

@Override

public void onResume() {

super.onResume();

if (!OpenCVLoader.initDebug()) {

Log.d(TAG, "Internal OpenCV library not found. Using OpenCV Manager for initialization");

OpenCVLoader.initAsync(OpenCVLoader.OPENCV_VERSION_3_1_0, Deteksi.this, mLoaderCallback);

} else {

Log.d(TAG, "OpenCV library found inside package. Using it!");

mLoaderCallback.onManagerConnected(LoaderCallbackInterface.SUCCESS);

}

@Override

public void onDestroy() {

super.onDestroy();

if (mOpenCvCameraView != null)

mOpenCvCameraView.disableView();

}

@Override

public void onCameraViewStarted(int width, int height) {

w = width;

h = height;

}

@Override

public void onCameraViewStopped() {

}

public Mat recognize(Mat aInputFrame) {//aInputFrame=objek dari Kamera

double nmin = 10000000;

int indexKe=0;

Imgproc.cvtColor(aInputFrame, aInputFrame, Imgproc.COLOR_RGB2GRAY);

descriptors2 = new Mat();

keypoints2 = new MatOfKeyPoint();

detector.detect(aInputFrame, keypoints2);

descriptor.compute(aInputFrame, keypoints2, descriptors2);

MatOfDMatch matches = null;

Double max_dist = 0.0;

Double min_dist = 100.0;

int JM = 0;

matches = new MatOfDMatch();

for(int k=0;k<jd;k++){

if (citra1[k].type() == aInputFrame.type()) {

try {

matcher.match(desc1[k], descriptors2, matches);

List<DMatch> matchesList1 = matches.toList();

max_dist = 0.0;

min_dist = 100.0;

JM = matchesList1.size();

for (int i = 0; i < JM; i++) {

Double dist = (double) matchesList1.get(i).distance;

if (dist < min_dist)

min_dist = dist;

if (dist > max_dist)

max_dist = dist;

}

Log.d("MAXMIN15", "@Object1=" + max_dist + "@" + min_dist + "@" + (1.2 * min_dist));

if (min_dist < nmin) {

indexKe = k;

nmin = min_dist;

}

} catch (Exception ee) {

}

} else {

return aInputFrame;

}

}//loop

//=================================================================================3

matches = new MatOfDMatch();

if (citra1[indexKe].type() == aInputFrame.type()) {

try {

matcher.match(desc1[indexKe], descriptors2, matches);

} catch (Exception ee) {

}

} else {

return aInputFrame;

}

List<DMatch> matchesListOut = matches.toList();

JM = matchesListOut.size();

List<DMatch> listBest=null;

Mat imgBest=new Mat();

MatOfKeyPoint keyBest=null;

listBest=matchesListOut;

imgBest=citra1[indexKe];

keyBest=key1[indexKe];

hasilObject=arNama[indexKe];

//=================================================================================================LAST

int mm=0;

LinkedList<DMatch> good_matches = new LinkedList<DMatch>();

for (int i = 0; i < JM; i++) {

if (listBest.get(i).distance <= (1.2 * min_dist)) {//1.5 * min_dist

good_matches.addLast(listBest.get(i));

mm++;

}

gab=gab+String.valueOf(mm)+"#";

Log.d("GAB","#"+gab+"+++++++++++++++++++++++++++++++++++++++++++++");

MatOfDMatch goodMatches = new MatOfDMatch();

goodMatches.fromList(good_matches);

Mat outputImg = new Mat();

MatOfByte drawnMatches = new MatOfByte();

if (aInputFrame.empty() || aInputFrame.cols() < 1 || aInputFrame.rows() < 1) {

return aInputFrame;

}

Features2d.drawMatches(imgBest, keyBest, aInputFrame, keypoints2, goodMatches, outputImg, GREEN, RED, drawnMatches, Features2d.NOT_DRAW_SINGLE_POINTS);

Imgproc.resize(outputImg, outputImg, aInputFrame.size());

return outputImg;

}

@Override

public Mat onCameraFrame(CameraBridgeViewBase.CvCameraViewFrame inputFrame) {

return recognize(inputFrame.rgba());

}

++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++

package com.example.fau.deteksidaun;

import android.content.Intent;

import android.content.res.AssetManager;

import android.graphics.Bitmap;

import android.graphics.BitmapFactory;

import android.support.v7.app.AppCompatActivity;

import android.os.Bundle;

import android.util.Log;

import android.view.KeyEvent;

import android.widget.ImageView;

import android.widget.TextView;

import java.io.IOException;

import java.io.InputStream;

public class HasilKlasifikasi extends AppCompatActivity {

String namafile="tes.jpg";

private AssetManager assetManager;

@Override

protected void onCreate(Bundle savedInstanceState) {

super.onCreate(savedInstanceState);

setContentView(R.layout.activity_hasil_klasifikasi);

assetManager = getAssets();

Intent i = this.getIntent();

String daun=i.getStringExtra("hasil");

ImageView Hasil_gambar= (ImageView) findViewById(R.id.Hasil_gambar);

TextView txtJudul= (TextView) findViewById(R.id.judul);txtJudul.setText(nama);

TextView txtKingdom = (TextView) findViewById(R.id.kingdom);txtKingdom.setText(kingdom);

TextView txtdivisi= (TextView) findViewById(R.id.divisi);txtdivisi.setText(divisi);

TextView txtsubdivisi= (TextView) findViewById(R.id.subdivisi);;txtsubdivisi.setText(subdivisi);

TextView txtkelas= (TextView) findViewById(R.id.kelas);txtkelas.setText(kelas);

TextView txtordo= (TextView) findViewById(R.id.ordo);txtordo.setText(ordo);

TextView txtfamili= (TextView) findViewById(R.id.famili);txtfamili.setText(famili);

TextView txtgenus= (TextView) findViewById(R.id.genus);txtgenus.setText(genus);

TextView txtspesies= (TextView) findViewById(R.id.spesies);txtspesies.setText(spesies);

try {

InputStream is = assetManager.open(namafile);

Bitmap bitmap = BitmapFactory.decodeStream(is);

Hasil_gambar.setImageBitmap(bitmap);

} catch (IOException e) {

Log.e("Hasil_gambar", e.getMessage());

}

public boolean onKeyDown(int keyCode, KeyEvent event) {

if (keyCode == KeyEvent.KEYCODE_BACK) {

finish();

return true;

}

return super.onKeyDown(keyCode, event);

}

Android Code ilu Inu Imu

Selasa, 28 Juli 2020

App Deteksi TM

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