├── .DS_Store
├── LICENSE
├── README.md
├── app
├── .DS_Store
├── .gitignore
├── build.gradle
├── proguard-rules.pro
└── src
│ ├── .DS_Store
│ ├── androidTest
│ └── java
│ │ └── app
│ │ └── ij
│ │ └── mlwithtensorflowlite
│ │ └── ExampleInstrumentedTest.java
│ ├── main
│ ├── .DS_Store
│ ├── AndroidManifest.xml
│ ├── java
│ │ ├── .DS_Store
│ │ └── app
│ │ │ ├── .DS_Store
│ │ │ └── ij
│ │ │ ├── .DS_Store
│ │ │ └── mlwithtensorflowlite
│ │ │ ├── .DS_Store
│ │ │ └── MainActivity.java
│ ├── ml
│ │ └── model.tflite
│ └── res
│ │ ├── drawable-v24
│ │ └── ic_launcher_foreground.xml
│ │ ├── drawable
│ │ └── ic_launcher_background.xml
│ │ ├── layout
│ │ └── activity_main.xml
│ │ ├── mipmap-anydpi-v26
│ │ ├── ic_launcher.xml
│ │ └── ic_launcher_round.xml
│ │ ├── mipmap-hdpi
│ │ ├── ic_launcher.webp
│ │ └── ic_launcher_round.webp
│ │ ├── mipmap-mdpi
│ │ ├── ic_launcher.webp
│ │ └── ic_launcher_round.webp
│ │ ├── mipmap-xhdpi
│ │ ├── ic_launcher.webp
│ │ └── ic_launcher_round.webp
│ │ ├── mipmap-xxhdpi
│ │ ├── ic_launcher.webp
│ │ └── ic_launcher_round.webp
│ │ ├── mipmap-xxxhdpi
│ │ ├── ic_launcher.webp
│ │ └── ic_launcher_round.webp
│ │ ├── values-night
│ │ └── themes.xml
│ │ └── values
│ │ ├── colors.xml
│ │ ├── strings.xml
│ │ └── themes.xml
│ └── test
│ └── java
│ └── app
│ └── ij
│ └── mlwithtensorflowlite
│ └── ExampleUnitTest.java
├── build.gradle
├── demo.gif
├── gradle.properties
├── gradle
└── wrapper
│ ├── gradle-wrapper.jar
│ └── gradle-wrapper.properties
├── gradlew
├── gradlew.bat
├── local.properties
├── settings.gradle
└── thumbnail.png
/.DS_Store:
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https://raw.githubusercontent.com/IJ-Apps/Image-Classification-App-with-Teachable-Machine/40d67dc94c34ca13b0ebc28d8e47ba3328ad9bed/.DS_Store
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/LICENSE:
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1 | MIT License
2 |
3 | Copyright (c) 2021 IJ Apps
4 |
5 | Permission is hereby granted, free of charge, to any person obtaining a copy
6 | of this software and associated documentation files (the "Software"), to deal
7 | in the Software without restriction, including without limitation the rights
8 | to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
9 | copies of the Software, and to permit persons to whom the Software is
10 | furnished to do so, subject to the following conditions:
11 |
12 | The above copyright notice and this permission notice shall be included in all
13 | copies or substantial portions of the Software.
14 |
15 | THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
16 | IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
17 | FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
18 | AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
19 | LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
20 | OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
21 | SOFTWARE.
22 |
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/README.md:
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1 | # Image Classification App using Teachable Machine
2 | Learn how to make an Android app that can classify images fast and with high accuracy.
3 |
4 | We'll use Google's Teachable Machine to train a machine learning model on common objects, then deploy a TensorFlow Lite model in our Android app.
5 |
6 | Check out the [tutorial](https://youtu.be/jhGm4KDafKU).
7 |
8 | ## [Tutorial](https://youtu.be/jhGm4KDafKU)
9 |
10 |
11 |
12 |
13 | [](https://youtu.be/jhGm4KDafKU)
14 |
15 |
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/app/.DS_Store:
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/app/.gitignore:
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1 | /build
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/app/build.gradle:
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1 | plugins {
2 | id 'com.android.application'
3 | }
4 |
5 | android {
6 | compileSdk 30
7 |
8 | defaultConfig {
9 | applicationId "app.ij.mlwithtensorflowlite"
10 | minSdk 23
11 | targetSdk 30
12 | versionCode 1
13 | versionName "1.0"
14 |
15 | testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner"
16 | }
17 |
18 | buildTypes {
19 | release {
20 | minifyEnabled false
21 | proguardFiles getDefaultProguardFile('proguard-android-optimize.txt'), 'proguard-rules.pro'
22 | }
23 | }
24 | compileOptions {
25 | sourceCompatibility JavaVersion.VERSION_1_8
26 | targetCompatibility JavaVersion.VERSION_1_8
27 | }
28 | buildFeatures {
29 | mlModelBinding true
30 | }
31 | }
32 |
33 | dependencies {
34 |
35 | implementation 'androidx.appcompat:appcompat:1.3.1'
36 | implementation 'com.google.android.material:material:1.4.0'
37 | implementation 'androidx.constraintlayout:constraintlayout:2.1.1'
38 | implementation 'org.tensorflow:tensorflow-lite-support:0.1.0'
39 | implementation 'org.tensorflow:tensorflow-lite-metadata:0.1.0'
40 | testImplementation 'junit:junit:4.+'
41 | androidTestImplementation 'androidx.test.ext:junit:1.1.3'
42 | androidTestImplementation 'androidx.test.espresso:espresso-core:3.4.0'
43 | }
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/app/proguard-rules.pro:
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1 | # Add project specific ProGuard rules here.
2 | # You can control the set of applied configuration files using the
3 | # proguardFiles setting in build.gradle.
4 | #
5 | # For more details, see
6 | # http://developer.android.com/guide/developing/tools/proguard.html
7 |
8 | # If your project uses WebView with JS, uncomment the following
9 | # and specify the fully qualified class name to the JavaScript interface
10 | # class:
11 | #-keepclassmembers class fqcn.of.javascript.interface.for.webview {
12 | # public *;
13 | #}
14 |
15 | # Uncomment this to preserve the line number information for
16 | # debugging stack traces.
17 | #-keepattributes SourceFile,LineNumberTable
18 |
19 | # If you keep the line number information, uncomment this to
20 | # hide the original source file name.
21 | #-renamesourcefileattribute SourceFile
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/app/src/androidTest/java/app/ij/mlwithtensorflowlite/ExampleInstrumentedTest.java:
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1 | package app.ij.mlwithtensorflowlite;
2 |
3 | import android.content.Context;
4 |
5 | import androidx.test.platform.app.InstrumentationRegistry;
6 | import androidx.test.ext.junit.runners.AndroidJUnit4;
7 |
8 | import org.junit.Test;
9 | import org.junit.runner.RunWith;
10 |
11 | import static org.junit.Assert.*;
12 |
13 | /**
14 | * Instrumented test, which will execute on an Android device.
15 | *
16 | * @see Testing documentation
17 | */
18 | @RunWith(AndroidJUnit4.class)
19 | public class ExampleInstrumentedTest {
20 | @Test
21 | public void useAppContext() {
22 | // Context of the app under test.
23 | Context appContext = InstrumentationRegistry.getInstrumentation().getTargetContext();
24 | assertEquals("app.ij.mlwithtensorflowlite", appContext.getPackageName());
25 | }
26 | }
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/app/src/main/java/app/ij/mlwithtensorflowlite/MainActivity.java:
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1 | /*
2 | * Created by ishaanjav
3 | * github.com/ishaanjav
4 | */
5 |
6 | package app.ij.mlwithtensorflowlite;
7 |
8 | import androidx.annotation.Nullable;
9 | import androidx.appcompat.app.AppCompatActivity;
10 |
11 | import android.Manifest;
12 | import android.content.Intent;
13 | import android.content.pm.PackageManager;
14 | import android.graphics.Bitmap;
15 | import android.media.ThumbnailUtils;
16 | import android.os.Bundle;
17 | import android.provider.MediaStore;
18 | import android.view.View;
19 | import android.widget.Button;
20 | import android.widget.ImageView;
21 | import android.widget.TextView;
22 |
23 | import org.tensorflow.lite.DataType;
24 | import org.tensorflow.lite.support.tensorbuffer.TensorBuffer;
25 |
26 | import java.io.IOException;
27 | import java.nio.ByteBuffer;
28 | import java.nio.ByteOrder;
29 |
30 | import app.ij.mlwithtensorflowlite.ml.Model;
31 |
32 | public class MainActivity extends AppCompatActivity {
33 |
34 | TextView result, confidence;
35 | ImageView imageView;
36 | Button picture;
37 | int imageSize = 224;
38 |
39 | @Override
40 | protected void onCreate(Bundle savedInstanceState) {
41 | super.onCreate(savedInstanceState);
42 | setContentView(R.layout.activity_main);
43 |
44 | result = findViewById(R.id.result);
45 | confidence = findViewById(R.id.confidence);
46 | imageView = findViewById(R.id.imageView);
47 | picture = findViewById(R.id.button);
48 |
49 | picture.setOnClickListener(new View.OnClickListener() {
50 | @Override
51 | public void onClick(View view) {
52 | // Launch camera if we have permission
53 | if (checkSelfPermission(Manifest.permission.CAMERA) == PackageManager.PERMISSION_GRANTED) {
54 | Intent cameraIntent = new Intent(MediaStore.ACTION_IMAGE_CAPTURE);
55 | startActivityForResult(cameraIntent, 1);
56 | } else {
57 | //Request camera permission if we don't have it.
58 | requestPermissions(new String[]{Manifest.permission.CAMERA}, 100);
59 | }
60 | }
61 | });
62 | }
63 |
64 | public void classifyImage(Bitmap image){
65 | try {
66 | Model model = Model.newInstance(getApplicationContext());
67 |
68 | // Creates inputs for reference.
69 | TensorBuffer inputFeature0 = TensorBuffer.createFixedSize(new int[]{1, 224, 224, 3}, DataType.FLOAT32);
70 | ByteBuffer byteBuffer = ByteBuffer.allocateDirect(4 * imageSize * imageSize * 3);
71 | byteBuffer.order(ByteOrder.nativeOrder());
72 |
73 | // get 1D array of 224 * 224 pixels in image
74 | int [] intValues = new int[imageSize * imageSize];
75 | image.getPixels(intValues, 0, image.getWidth(), 0, 0, image.getWidth(), image.getHeight());
76 |
77 | // iterate over pixels and extract R, G, and B values. Add to bytebuffer.
78 | int pixel = 0;
79 | for(int i = 0; i < imageSize; i++){
80 | for(int j = 0; j < imageSize; j++){
81 | int val = intValues[pixel++]; // RGB
82 | byteBuffer.putFloat(((val >> 16) & 0xFF) * (1.f / 255.f));
83 | byteBuffer.putFloat(((val >> 8) & 0xFF) * (1.f / 255.f));
84 | byteBuffer.putFloat((val & 0xFF) * (1.f / 255.f));
85 | }
86 | }
87 |
88 | inputFeature0.loadBuffer(byteBuffer);
89 |
90 | // Runs model inference and gets result.
91 | Model.Outputs outputs = model.process(inputFeature0);
92 | TensorBuffer outputFeature0 = outputs.getOutputFeature0AsTensorBuffer();
93 |
94 | float[] confidences = outputFeature0.getFloatArray();
95 | // find the index of the class with the biggest confidence.
96 | int maxPos = 0;
97 | float maxConfidence = 0;
98 | for(int i = 0; i < confidences.length; i++){
99 | if(confidences[i] > maxConfidence){
100 | maxConfidence = confidences[i];
101 | maxPos = i;
102 | }
103 | }
104 | String[] classes = {"Banana", "Orange", "Pen", "Sticky Notes"};
105 | result.setText(classes[maxPos]);
106 |
107 | String s = "";
108 | for(int i = 0; i < classes.length; i++){
109 | s += String.format("%s: %.1f%%\n", classes[i], confidences[i] * 100);
110 | }
111 | confidence.setText(s);
112 |
113 |
114 | // Releases model resources if no longer used.
115 | model.close();
116 | } catch (IOException e) {
117 | // TODO Handle the exception
118 | }
119 | }
120 |
121 |
122 | @Override
123 | public void onActivityResult(int requestCode, int resultCode, @Nullable Intent data) {
124 | if (requestCode == 1 && resultCode == RESULT_OK) {
125 | Bitmap image = (Bitmap) data.getExtras().get("data");
126 | int dimension = Math.min(image.getWidth(), image.getHeight());
127 | image = ThumbnailUtils.extractThumbnail(image, dimension, dimension);
128 | imageView.setImageBitmap(image);
129 |
130 | image = Bitmap.createScaledBitmap(image, imageSize, imageSize, false);
131 | classifyImage(image);
132 | }
133 | super.onActivityResult(requestCode, resultCode, data);
134 | }
135 | }
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3 | #FFBB86FC
4 | #FF9900
5 | #E88000
6 | #FF03DAC5
7 | #FF018786
8 | #FF000000
9 | #FFFFFFFF
10 |
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/app/src/main/res/values/strings.xml:
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1 |
2 | ML with TensorFlowLite
3 |
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/app/src/main/res/values/themes.xml:
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1 |
2 |
3 |
16 |
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/app/src/test/java/app/ij/mlwithtensorflowlite/ExampleUnitTest.java:
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1 | package app.ij.mlwithtensorflowlite;
2 |
3 | import org.junit.Test;
4 |
5 | import static org.junit.Assert.*;
6 |
7 | /**
8 | * Example local unit test, which will execute on the development machine (host).
9 | *
10 | * @see Testing documentation
11 | */
12 | public class ExampleUnitTest {
13 | @Test
14 | public void addition_isCorrect() {
15 | assertEquals(4, 2 + 2);
16 | }
17 | }
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/build.gradle:
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1 | // Top-level build file where you can add configuration options common to all sub-projects/modules.
2 | buildscript {
3 | repositories {
4 | google()
5 | mavenCentral()
6 | }
7 | dependencies {
8 | classpath "com.android.tools.build:gradle:7.0.2"
9 |
10 | // NOTE: Do not place your application dependencies here; they belong
11 | // in the individual module build.gradle files
12 | }
13 | }
14 |
15 | task clean(type: Delete) {
16 | delete rootProject.buildDir
17 | }
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/gradle.properties:
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1 | # Project-wide Gradle settings.
2 | # IDE (e.g. Android Studio) users:
3 | # Gradle settings configured through the IDE *will override*
4 | # any settings specified in this file.
5 | # For more details on how to configure your build environment visit
6 | # http://www.gradle.org/docs/current/userguide/build_environment.html
7 | # Specifies the JVM arguments used for the daemon process.
8 | # The setting is particularly useful for tweaking memory settings.
9 | org.gradle.jvmargs=-Xmx2048m -Dfile.encoding=UTF-8
10 | # When configured, Gradle will run in incubating parallel mode.
11 | # This option should only be used with decoupled projects. More details, visit
12 | # http://www.gradle.org/docs/current/userguide/multi_project_builds.html#sec:decoupled_projects
13 | # org.gradle.parallel=true
14 | # AndroidX package structure to make it clearer which packages are bundled with the
15 | # Android operating system, and which are packaged with your app"s APK
16 | # https://developer.android.com/topic/libraries/support-library/androidx-rn
17 | android.useAndroidX=true
18 | # Automatically convert third-party libraries to use AndroidX
19 | android.enableJetifier=true
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/gradle/wrapper/gradle-wrapper.properties:
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1 | #Mon Nov 01 17:28:27 CDT 2021
2 | distributionBase=GRADLE_USER_HOME
3 | distributionUrl=https\://services.gradle.org/distributions/gradle-7.0.2-bin.zip
4 | distributionPath=wrapper/dists
5 | zipStorePath=wrapper/dists
6 | zipStoreBase=GRADLE_USER_HOME
7 |
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/gradlew:
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1 | #!/usr/bin/env sh
2 |
3 | #
4 | # Copyright 2015 the original author or authors.
5 | #
6 | # Licensed under the Apache License, Version 2.0 (the "License");
7 | # you may not use this file except in compliance with the License.
8 | # You may obtain a copy of the License at
9 | #
10 | # https://www.apache.org/licenses/LICENSE-2.0
11 | #
12 | # Unless required by applicable law or agreed to in writing, software
13 | # distributed under the License is distributed on an "AS IS" BASIS,
14 | # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
15 | # See the License for the specific language governing permissions and
16 | # limitations under the License.
17 | #
18 |
19 | ##############################################################################
20 | ##
21 | ## Gradle start up script for UN*X
22 | ##
23 | ##############################################################################
24 |
25 | # Attempt to set APP_HOME
26 | # Resolve links: $0 may be a link
27 | PRG="$0"
28 | # Need this for relative symlinks.
29 | while [ -h "$PRG" ] ; do
30 | ls=`ls -ld "$PRG"`
31 | link=`expr "$ls" : '.*-> \(.*\)$'`
32 | if expr "$link" : '/.*' > /dev/null; then
33 | PRG="$link"
34 | else
35 | PRG=`dirname "$PRG"`"/$link"
36 | fi
37 | done
38 | SAVED="`pwd`"
39 | cd "`dirname \"$PRG\"`/" >/dev/null
40 | APP_HOME="`pwd -P`"
41 | cd "$SAVED" >/dev/null
42 |
43 | APP_NAME="Gradle"
44 | APP_BASE_NAME=`basename "$0"`
45 |
46 | # Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
47 | DEFAULT_JVM_OPTS='"-Xmx64m" "-Xms64m"'
48 |
49 | # Use the maximum available, or set MAX_FD != -1 to use that value.
50 | MAX_FD="maximum"
51 |
52 | warn () {
53 | echo "$*"
54 | }
55 |
56 | die () {
57 | echo
58 | echo "$*"
59 | echo
60 | exit 1
61 | }
62 |
63 | # OS specific support (must be 'true' or 'false').
64 | cygwin=false
65 | msys=false
66 | darwin=false
67 | nonstop=false
68 | case "`uname`" in
69 | CYGWIN* )
70 | cygwin=true
71 | ;;
72 | Darwin* )
73 | darwin=true
74 | ;;
75 | MINGW* )
76 | msys=true
77 | ;;
78 | NONSTOP* )
79 | nonstop=true
80 | ;;
81 | esac
82 |
83 | CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar
84 |
85 |
86 | # Determine the Java command to use to start the JVM.
87 | if [ -n "$JAVA_HOME" ] ; then
88 | if [ -x "$JAVA_HOME/jre/sh/java" ] ; then
89 | # IBM's JDK on AIX uses strange locations for the executables
90 | JAVACMD="$JAVA_HOME/jre/sh/java"
91 | else
92 | JAVACMD="$JAVA_HOME/bin/java"
93 | fi
94 | if [ ! -x "$JAVACMD" ] ; then
95 | die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME
96 |
97 | Please set the JAVA_HOME variable in your environment to match the
98 | location of your Java installation."
99 | fi
100 | else
101 | JAVACMD="java"
102 | which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
103 |
104 | Please set the JAVA_HOME variable in your environment to match the
105 | location of your Java installation."
106 | fi
107 |
108 | # Increase the maximum file descriptors if we can.
109 | if [ "$cygwin" = "false" -a "$darwin" = "false" -a "$nonstop" = "false" ] ; then
110 | MAX_FD_LIMIT=`ulimit -H -n`
111 | if [ $? -eq 0 ] ; then
112 | if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then
113 | MAX_FD="$MAX_FD_LIMIT"
114 | fi
115 | ulimit -n $MAX_FD
116 | if [ $? -ne 0 ] ; then
117 | warn "Could not set maximum file descriptor limit: $MAX_FD"
118 | fi
119 | else
120 | warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT"
121 | fi
122 | fi
123 |
124 | # For Darwin, add options to specify how the application appears in the dock
125 | if $darwin; then
126 | GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\""
127 | fi
128 |
129 | # For Cygwin or MSYS, switch paths to Windows format before running java
130 | if [ "$cygwin" = "true" -o "$msys" = "true" ] ; then
131 | APP_HOME=`cygpath --path --mixed "$APP_HOME"`
132 | CLASSPATH=`cygpath --path --mixed "$CLASSPATH"`
133 |
134 | JAVACMD=`cygpath --unix "$JAVACMD"`
135 |
136 | # We build the pattern for arguments to be converted via cygpath
137 | ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null`
138 | SEP=""
139 | for dir in $ROOTDIRSRAW ; do
140 | ROOTDIRS="$ROOTDIRS$SEP$dir"
141 | SEP="|"
142 | done
143 | OURCYGPATTERN="(^($ROOTDIRS))"
144 | # Add a user-defined pattern to the cygpath arguments
145 | if [ "$GRADLE_CYGPATTERN" != "" ] ; then
146 | OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)"
147 | fi
148 | # Now convert the arguments - kludge to limit ourselves to /bin/sh
149 | i=0
150 | for arg in "$@" ; do
151 | CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -`
152 | CHECK2=`echo "$arg"|egrep -c "^-"` ### Determine if an option
153 |
154 | if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition
155 | eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"`
156 | else
157 | eval `echo args$i`="\"$arg\""
158 | fi
159 | i=`expr $i + 1`
160 | done
161 | case $i in
162 | 0) set -- ;;
163 | 1) set -- "$args0" ;;
164 | 2) set -- "$args0" "$args1" ;;
165 | 3) set -- "$args0" "$args1" "$args2" ;;
166 | 4) set -- "$args0" "$args1" "$args2" "$args3" ;;
167 | 5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;;
168 | 6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;;
169 | 7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;;
170 | 8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;;
171 | 9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;;
172 | esac
173 | fi
174 |
175 | # Escape application args
176 | save () {
177 | for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done
178 | echo " "
179 | }
180 | APP_ARGS=`save "$@"`
181 |
182 | # Collect all arguments for the java command, following the shell quoting and substitution rules
183 | eval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS "\"-Dorg.gradle.appname=$APP_BASE_NAME\"" -classpath "\"$CLASSPATH\"" org.gradle.wrapper.GradleWrapperMain "$APP_ARGS"
184 |
185 | exec "$JAVACMD" "$@"
186 |
--------------------------------------------------------------------------------
/gradlew.bat:
--------------------------------------------------------------------------------
1 | @rem
2 | @rem Copyright 2015 the original author or authors.
3 | @rem
4 | @rem Licensed under the Apache License, Version 2.0 (the "License");
5 | @rem you may not use this file except in compliance with the License.
6 | @rem You may obtain a copy of the License at
7 | @rem
8 | @rem https://www.apache.org/licenses/LICENSE-2.0
9 | @rem
10 | @rem Unless required by applicable law or agreed to in writing, software
11 | @rem distributed under the License is distributed on an "AS IS" BASIS,
12 | @rem WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 | @rem See the License for the specific language governing permissions and
14 | @rem limitations under the License.
15 | @rem
16 |
17 | @if "%DEBUG%" == "" @echo off
18 | @rem ##########################################################################
19 | @rem
20 | @rem Gradle startup script for Windows
21 | @rem
22 | @rem ##########################################################################
23 |
24 | @rem Set local scope for the variables with windows NT shell
25 | if "%OS%"=="Windows_NT" setlocal
26 |
27 | set DIRNAME=%~dp0
28 | if "%DIRNAME%" == "" set DIRNAME=.
29 | set APP_BASE_NAME=%~n0
30 | set APP_HOME=%DIRNAME%
31 |
32 | @rem Resolve any "." and ".." in APP_HOME to make it shorter.
33 | for %%i in ("%APP_HOME%") do set APP_HOME=%%~fi
34 |
35 | @rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
36 | set DEFAULT_JVM_OPTS="-Xmx64m" "-Xms64m"
37 |
38 | @rem Find java.exe
39 | if defined JAVA_HOME goto findJavaFromJavaHome
40 |
41 | set JAVA_EXE=java.exe
42 | %JAVA_EXE% -version >NUL 2>&1
43 | if "%ERRORLEVEL%" == "0" goto execute
44 |
45 | echo.
46 | echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
47 | echo.
48 | echo Please set the JAVA_HOME variable in your environment to match the
49 | echo location of your Java installation.
50 |
51 | goto fail
52 |
53 | :findJavaFromJavaHome
54 | set JAVA_HOME=%JAVA_HOME:"=%
55 | set JAVA_EXE=%JAVA_HOME%/bin/java.exe
56 |
57 | if exist "%JAVA_EXE%" goto execute
58 |
59 | echo.
60 | echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME%
61 | echo.
62 | echo Please set the JAVA_HOME variable in your environment to match the
63 | echo location of your Java installation.
64 |
65 | goto fail
66 |
67 | :execute
68 | @rem Setup the command line
69 |
70 | set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar
71 |
72 |
73 | @rem Execute Gradle
74 | "%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %*
75 |
76 | :end
77 | @rem End local scope for the variables with windows NT shell
78 | if "%ERRORLEVEL%"=="0" goto mainEnd
79 |
80 | :fail
81 | rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of
82 | rem the _cmd.exe /c_ return code!
83 | if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1
84 | exit /b 1
85 |
86 | :mainEnd
87 | if "%OS%"=="Windows_NT" endlocal
88 |
89 | :omega
90 |
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/local.properties:
--------------------------------------------------------------------------------
1 | ## This file is automatically generated by Android Studio.
2 | # Do not modify this file -- YOUR CHANGES WILL BE ERASED!
3 | #
4 | # This file should *NOT* be checked into Version Control Systems,
5 | # as it contains information specific to your local configuration.
6 | #
7 | # Location of the SDK. This is only used by Gradle.
8 | # For customization when using a Version Control System, please read the
9 | # header note.
10 | sdk.dir=/Users/ishaanjavali/Library/Android/sdk
--------------------------------------------------------------------------------
/settings.gradle:
--------------------------------------------------------------------------------
1 | dependencyResolutionManagement {
2 | repositoriesMode.set(RepositoriesMode.FAIL_ON_PROJECT_REPOS)
3 | repositories {
4 | google()
5 | mavenCentral()
6 | jcenter() // Warning: this repository is going to shut down soon
7 | }
8 | }
9 | rootProject.name = "ML with TensorFlowLite"
10 | include ':app'
11 |
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/thumbnail.png:
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https://raw.githubusercontent.com/IJ-Apps/Image-Classification-App-with-Teachable-Machine/40d67dc94c34ca13b0ebc28d8e47ba3328ad9bed/thumbnail.png
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