18 |
19 |
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/README.md:
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1 | # Realtime Selfie Segmentation In Android With MLKit
2 |
3 | > Perform realtime segmentation with the Selfie Segmentation feature from MLKit
4 |
5 | ## Features
6 |
7 | * Uses Jetpack Compose for UI (though it uses `AndroidView` for `PreviewView` and drawing overlay)
8 | * Upgraded to Kotlin Build scripts and version catalogs
9 | * Simplified project structure and code documentation
10 | * No use of heavy packages like OpenCV to process and display the segmentation map
11 | * Works for both portrait and landscape orientations.
12 |
13 | ## Resources
14 |
15 | * [Realtime Selfie Segmentation In Android With MLKit](https://proandroiddev.com/realtime-selfie-segmentation-in-android-with-mlkit-38637c8502ba)
16 | * [MLKit Selfie Segmentation for Android](https://developers.google.com/ml-kit/vision/selfie-segmentation/android)
17 |
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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.kts.
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/main/AndroidManifest.xml:
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1 |
2 |
4 |
5 |
6 |
9 |
10 |
11 |
18 |
19 |
22 |
23 |
24 |
25 |
26 |
27 |
28 |
29 |
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/app/src/main/java/com/shubham0204/selfiesegmentation/ui/theme/Type.kt:
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1 | package com.ml.shubham0204.facenetdetection.ui.theme
2 |
3 | import androidx.compose.material3.Typography
4 | import androidx.compose.ui.text.TextStyle
5 | import androidx.compose.ui.text.font.FontFamily
6 | import androidx.compose.ui.text.font.FontWeight
7 | import androidx.compose.ui.unit.sp
8 |
9 | // Set of Material typography styles to start with
10 | val Typography = Typography(
11 | bodyLarge = TextStyle(
12 | fontFamily = FontFamily.Default,
13 | fontWeight = FontWeight.Normal,
14 | fontSize = 16.sp,
15 | lineHeight = 24.sp,
16 | letterSpacing = 0.5.sp
17 | )
18 | /* Other default text styles to override
19 | titleLarge = TextStyle(
20 | fontFamily = FontFamily.Default,
21 | fontWeight = FontWeight.Normal,
22 | fontSize = 22.sp,
23 | lineHeight = 28.sp,
24 | letterSpacing = 0.sp
25 | ),
26 | labelSmall = TextStyle(
27 | fontFamily = FontFamily.Default,
28 | fontWeight = FontWeight.Medium,
29 | fontSize = 11.sp,
30 | lineHeight = 16.sp,
31 | letterSpacing = 0.5.sp
32 | )
33 | */
34 | )
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/gradle.properties:
--------------------------------------------------------------------------------
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
20 | # Kotlin code style for this project: "official" or "obsolete":
21 | kotlin.code.style=official
--------------------------------------------------------------------------------
/app/build.gradle.kts:
--------------------------------------------------------------------------------
1 | @Suppress("DSL_SCOPE_VIOLATION")
2 | plugins {
3 | alias(libs.plugins.com.android.application)
4 | alias(libs.plugins.org.jetbrains.kotlin.android)
5 | }
6 |
7 | android {
8 |
9 | namespace = "com.shubham0204.selfiesegmentation"
10 | compileSdk = 34
11 |
12 | defaultConfig {
13 | applicationId = "com.shubham0204.selfiesegmentation"
14 | minSdk = 25
15 | targetSdk = 34
16 | versionCode = 1
17 | versionName = "1.0"
18 | testInstrumentationRunner = "androidx.test.runner.AndroidJUnitRunner"
19 | }
20 |
21 | buildTypes {
22 | release {
23 | isMinifyEnabled = true
24 | proguardFiles(
25 | getDefaultProguardFile("proguard-android-optimize.txt"),
26 | "proguard-rules.pro"
27 | )
28 | }
29 | }
30 |
31 | compileOptions {
32 | sourceCompatibility = JavaVersion.VERSION_18
33 | targetCompatibility = JavaVersion.VERSION_18
34 | }
35 |
36 | kotlinOptions {
37 | jvmTarget = "18"
38 | }
39 |
40 | buildFeatures {
41 | compose = true
42 | }
43 |
44 | composeOptions {
45 | kotlinCompilerExtensionVersion = "1.5.4"
46 | }
47 |
48 | packaging {
49 | resources {
50 | excludes += "/META-INF/{AL2.0,LGPL2.1}"
51 | }
52 | }
53 |
54 | }
55 |
56 | dependencies {
57 | implementation(libs.androidx.ktx)
58 | implementation(libs.androidx.lifecycle)
59 | implementation(libs.androidx.activity)
60 |
61 | // Jetpack Compose
62 | implementation(platform(libs.compose.bom))
63 | implementation(libs.compose.ui)
64 | implementation(libs.compose.ui.graphics)
65 | implementation(libs.compose.ui.tooling.preview)
66 | implementation(libs.compose.material3)
67 | implementation(libs.compose.material3.icons.extended)
68 | implementation(libs.compose.runtime.livedata)
69 | implementation(libs.compose.fragment)
70 |
71 | implementation("com.google.mlkit:segmentation-selfie:16.0.0-beta4")
72 |
73 | implementation(libs.androidx.camera.camera2)
74 | implementation(libs.androidx.camera.lifecycle)
75 | implementation(libs.androidx.camera.view)
76 |
77 | androidTestImplementation(platform(libs.compose.bom))
78 | androidTestImplementation(libs.androidx.test.ext.junit)
79 | androidTestImplementation(libs.androidx.espresso.core)
80 | androidTestImplementation(libs.ui.test.junit4)
81 | debugImplementation(libs.ui.test.manifest)
82 | }
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/app/src/main/java/com/shubham0204/selfiesegmentation/ui/theme/Theme.kt:
--------------------------------------------------------------------------------
1 | package com.ml.shubham0204.facenetdetection.ui.theme
2 |
3 | import android.app.Activity
4 | import android.os.Build
5 | import androidx.compose.foundation.isSystemInDarkTheme
6 | import androidx.compose.material3.MaterialTheme
7 | import androidx.compose.material3.darkColorScheme
8 | import androidx.compose.material3.dynamicDarkColorScheme
9 | import androidx.compose.material3.dynamicLightColorScheme
10 | import androidx.compose.material3.lightColorScheme
11 | import androidx.compose.runtime.Composable
12 | import androidx.compose.runtime.SideEffect
13 | import androidx.compose.ui.graphics.toArgb
14 | import androidx.compose.ui.platform.LocalContext
15 | import androidx.compose.ui.platform.LocalView
16 | import androidx.core.view.WindowCompat
17 |
18 | private val DarkColorScheme = darkColorScheme(
19 | primary = Purple80,
20 | secondary = PurpleGrey80,
21 | tertiary = Pink80
22 | )
23 |
24 | private val LightColorScheme = lightColorScheme(
25 | primary = Purple40,
26 | secondary = PurpleGrey40,
27 | tertiary = Pink40
28 |
29 | /* Other default colors to override
30 | background = Color(0xFFFFFBFE),
31 | surface = Color(0xFFFFFBFE),
32 | onPrimary = Color.White,
33 | onSecondary = Color.White,
34 | onTertiary = Color.White,
35 | onBackground = Color(0xFF1C1B1F),
36 | onSurface = Color(0xFF1C1B1F),
37 | */
38 | )
39 |
40 | @Composable
41 | fun AppTheme(
42 | darkTheme: Boolean = isSystemInDarkTheme(),
43 | // Dynamic color is available on Android 12+
44 | dynamicColor: Boolean = true,
45 | content: @Composable () -> Unit
46 | ) {
47 | val colorScheme = when {
48 | dynamicColor && Build.VERSION.SDK_INT >= Build.VERSION_CODES.S -> {
49 | val context = LocalContext.current
50 | if (darkTheme) dynamicDarkColorScheme(context) else dynamicLightColorScheme(context)
51 | }
52 |
53 | darkTheme -> DarkColorScheme
54 | else -> LightColorScheme
55 | }
56 | val view = LocalView.current
57 | if (!view.isInEditMode) {
58 | SideEffect {
59 | val window = (view.context as Activity).window
60 | window.statusBarColor = colorScheme.primary.toArgb()
61 | WindowCompat.getInsetsController(window, view).isAppearanceLightStatusBars = darkTheme
62 | }
63 | }
64 | MaterialTheme(
65 | colorScheme = colorScheme,
66 | typography = Typography,
67 | content = content
68 | )
69 | }
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/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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/gradle/libs.versions.toml:
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1 | [versions]
2 | agp = "8.2.0"
3 | org-jetbrains-kotlin-android = "1.9.20"
4 |
5 | camerax = "1.3.1"
6 | ktx = "1.12.0"
7 | lifecycle-runtime-ktx = "2.6.2"
8 | activity-compose = "1.8.2"
9 | navigation-compose = "2.7.6"
10 |
11 | # Jetpack Compose
12 | compose-bom = "2023.10.01"
13 | compose-fragment = "1.6.2"
14 |
15 | # DocumentFile and ExifInterface
16 | documentfile = "1.0.1"
17 | exifinterface = "1.3.7"
18 |
19 | # MLKit Face Detection
20 | face-detection = "16.1.5"
21 |
22 | # Kotlin Coroutines for Android
23 | kotlinx-coroutines = "1.7.3"
24 |
25 | # TensorFlow Lite
26 | tensorflow-lite = "2.11.0"
27 | tensorflow-lite-support = "0.4.2"
28 |
29 | androidx-test-ext-junit = "1.1.5"
30 | espresso-core = "3.5.1"
31 |
32 |
33 |
34 |
35 | [libraries]
36 | # CameraX
37 | androidx-camera-camera2 = { module = "androidx.camera:camera-camera2", version.ref = "camerax" }
38 | androidx-camera-lifecycle = { module = "androidx.camera:camera-lifecycle", version.ref = "camerax" }
39 | androidx-camera-view = { module = "androidx.camera:camera-view", version.ref = "camerax" }
40 |
41 | androidx-ktx = { module = "androidx.core:core-ktx" , version.ref = "ktx" }
42 | androidx-lifecycle = { module = "androidx.lifecycle:lifecycle-runtime-ktx" , version.ref = "lifecycle-runtime-ktx" }
43 | androidx-activity = { module = "androidx.activity:activity-compose" , version.ref = "activity-compose" }
44 | androidx-navigation-compose = { module = "androidx.navigation:navigation-compose", version.ref = "navigation-compose" }
45 |
46 | # Jetpack Compose
47 | compose-bom = { module = "androidx.compose:compose-bom" , version.ref = "compose-bom" }
48 | compose-ui = { module = "androidx.compose.ui:ui" }
49 | compose-ui-graphics = { module = "androidx.compose.ui:ui-graphics" }
50 | compose-ui-tooling-preview = { module = "androidx.compose.ui:ui-tooling-preview" }
51 | compose-material3 = { module = "androidx.compose.material3:material3" }
52 | compose-material3-icons-extended = { module = "androidx.compose.material:material-icons-extended" }
53 | compose-runtime-livedata = { module = "androidx.compose.runtime:runtime-livedata" }
54 | compose-fragment = { module = "androidx.fragment:fragment-ktx" , version.ref = "compose-fragment" }
55 |
56 | # DocumentFile and ExifInterface
57 | androidx-documentfile = { module = "androidx.documentfile:documentfile", version.ref = "documentfile" }
58 | androidx-exifinterface = { module = "androidx.exifinterface:exifinterface", version.ref = "exifinterface" }
59 |
60 | # MLKit Face Detection
61 | face-detection = { module = "com.google.mlkit:face-detection", version.ref = "face-detection" }
62 |
63 | # Kotlin Coroutines for Android
64 | kotlinx-coroutines-android = { module = "org.jetbrains.kotlinx:kotlinx-coroutines-android", version.ref = "kotlinx-coroutines" }
65 | kotlinx-coroutines-core = { module = "org.jetbrains.kotlinx:kotlinx-coroutines-core", version.ref = "kotlinx-coroutines" }
66 |
67 | # TensorFlow Lite
68 | tensorflow-lite = { module = "org.tensorflow:tensorflow-lite", version.ref = "tensorflow-lite" }
69 | tensorflow-lite-gpu = { module = "org.tensorflow:tensorflow-lite-gpu", version.ref = "tensorflow-lite" }
70 | tensorflow-lite-gpu-api = { module = "org.tensorflow:tensorflow-lite-gpu-api", version.ref = "tensorflow-lite" }
71 | tensorflow-lite-support = { module = "org.tensorflow:tensorflow-lite-support", version.ref = "tensorflow-lite-support" }
72 |
73 | androidx-espresso-core = { module = "androidx.test.espresso:espresso-core", version.ref = "espresso-core" }
74 | androidx-test-ext-junit = { group = "androidx.test.ext", name = "junit", version.ref = "androidx-test-ext-junit" }
75 | ui-test-manifest = { group = "androidx.compose.ui", name = "ui-test-manifest" }
76 | ui-test-junit4 = { group = "androidx.compose.ui", name = "ui-test-junit4" }
77 |
78 |
79 |
80 | [plugins]
81 | com-android-application = { id = "com.android.application", version.ref = "agp" }
82 | org-jetbrains-kotlin-android = { id = "org.jetbrains.kotlin.android", version.ref = "org-jetbrains-kotlin-android" }
83 |
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/app/src/main/res/drawable/ic_launcher_background.xml:
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105 |
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/gradlew:
--------------------------------------------------------------------------------
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 |
--------------------------------------------------------------------------------
/app/src/main/java/com/shubham0204/selfiesegmentation/SegmentationOverlay.kt:
--------------------------------------------------------------------------------
1 | package com.shubham0204.selfiesegmentation
2 |
3 | import android.annotation.SuppressLint
4 | import android.content.Context
5 | import android.graphics.Bitmap
6 | import android.graphics.Canvas
7 | import android.graphics.Matrix
8 | import android.util.Log
9 | import android.view.SurfaceHolder
10 | import android.view.SurfaceView
11 | import android.widget.FrameLayout
12 | import androidx.camera.core.CameraSelector
13 | import androidx.camera.core.ExperimentalGetImage
14 | import androidx.camera.core.ImageAnalysis
15 | import androidx.camera.core.Preview
16 | import androidx.camera.core.resolutionselector.AspectRatioStrategy
17 | import androidx.camera.core.resolutionselector.ResolutionSelector
18 | import androidx.camera.lifecycle.ProcessCameraProvider
19 | import androidx.camera.view.PreviewView
20 | import androidx.core.content.ContextCompat
21 | import androidx.core.view.doOnLayout
22 | import androidx.lifecycle.LifecycleOwner
23 | import com.google.mlkit.vision.common.InputImage
24 | import com.google.mlkit.vision.segmentation.Segmentation
25 | import com.google.mlkit.vision.segmentation.selfie.SelfieSegmenterOptions
26 | import java.util.concurrent.Executors
27 |
28 | @SuppressLint("ViewConstructor")
29 | @ExperimentalGetImage
30 | class SegmentationOverlay (
31 | private val lifecycleOwner: LifecycleOwner,
32 | private val context: Context
33 | ) : FrameLayout( context ) {
34 |
35 | private lateinit var drawingOverlay: DrawingOverlay
36 | private lateinit var previewView: PreviewView
37 |
38 | private val options =
39 | SelfieSegmenterOptions.Builder()
40 | .setDetectorMode( SelfieSegmenterOptions.STREAM_MODE )
41 | .build()
42 | private val segmenter = Segmentation.getClient(options)
43 |
44 | private var overlayWidth: Int = 0
45 | private var overlayHeight: Int = 0
46 | private var isProcessing = false
47 | private var cameraFacing: Int = CameraSelector.LENS_FACING_FRONT
48 | private var maskBitmap : Bitmap? = null
49 |
50 | init {
51 | initializeCamera( cameraFacing )
52 | doOnLayout {
53 | overlayHeight = it.measuredHeight
54 | overlayWidth = it.measuredWidth
55 | }
56 | }
57 |
58 | fun initializeCamera(
59 | cameraFacing: Int
60 | ) {
61 | this.cameraFacing = cameraFacing
62 | val cameraProviderFuture = ProcessCameraProvider.getInstance( context )
63 | val previewView = PreviewView( context )
64 | val executor = ContextCompat.getMainExecutor( context )
65 | cameraProviderFuture.addListener({
66 | val cameraProvider = cameraProviderFuture.get()
67 | val preview = Preview.Builder().build().also {
68 | it.setSurfaceProvider(previewView.surfaceProvider)
69 | }
70 | val cameraSelector = CameraSelector.Builder()
71 | .requireLensFacing( cameraFacing )
72 | .build()
73 | val frameAnalyzer = ImageAnalysis.Builder()
74 | .setResolutionSelector(
75 | ResolutionSelector.Builder()
76 | .setAspectRatioStrategy( AspectRatioStrategy.RATIO_16_9_FALLBACK_AUTO_STRATEGY )
77 | .build()
78 | )
79 | .setBackpressureStrategy( ImageAnalysis.STRATEGY_KEEP_ONLY_LATEST )
80 | .setOutputImageFormat(ImageAnalysis.OUTPUT_IMAGE_FORMAT_YUV_420_888 )
81 | .build()
82 | frameAnalyzer.setAnalyzer( Executors.newSingleThreadExecutor() , analyzer )
83 | cameraProvider.unbindAll()
84 | cameraProvider.bindToLifecycle(
85 | lifecycleOwner,
86 | cameraSelector,
87 | preview ,
88 | frameAnalyzer
89 | )
90 | }, executor )
91 | if ( childCount == 2 ){
92 | removeView( this.previewView )
93 | removeView( this.drawingOverlay )
94 | }
95 | this.previewView = previewView
96 | addView( this.previewView )
97 |
98 | val drawingOverlayParams = LayoutParams(
99 | LayoutParams.MATCH_PARENT ,
100 | LayoutParams.MATCH_PARENT
101 | )
102 | this.drawingOverlay = DrawingOverlay( context )
103 | this.drawingOverlay.setWillNotDraw( false )
104 | this.drawingOverlay.setZOrderOnTop( true )
105 | addView( this.drawingOverlay , drawingOverlayParams )
106 | }
107 |
108 | private val analyzer = ImageAnalysis.Analyzer { it ->
109 | if( isProcessing ) {
110 | it.close()
111 | return@Analyzer
112 | }
113 | isProcessing = true
114 | if ( it.image != null) {
115 | val inputImage = InputImage.fromMediaImage( it.image!! , it.imageInfo.rotationDegrees )
116 | segmenter.process( inputImage )
117 | .addOnSuccessListener { segmentationMask ->
118 | // Convert the mask to a Bitmap
119 | val mask = segmentationMask.buffer
120 | val maskWidth = segmentationMask.width
121 | val maskHeight = segmentationMask.height
122 | mask.rewind()
123 | val bitmap = Bitmap.createBitmap( maskWidth , maskHeight , Bitmap.Config.ARGB_8888 )
124 | bitmap.copyPixelsFromBuffer( mask )
125 | // Update the DrawingOverlay
126 | maskBitmap = bitmap
127 | drawingOverlay.invalidate()
128 | }
129 | .addOnFailureListener { exception ->
130 | Log.e( "App" , exception.message!! )
131 | }
132 | .addOnCompleteListener { _ ->
133 | it.close()
134 | isProcessing = false
135 | }
136 | }
137 | }
138 |
139 |
140 | // Overlay to draw the segmentation over the PreviewView
141 | inner class DrawingOverlay(context : Context) : SurfaceView( context ) , SurfaceHolder.Callback {
142 |
143 | override fun surfaceCreated(holder: SurfaceHolder) {
144 | TODO("Not yet implemented")
145 | }
146 |
147 |
148 | override fun surfaceChanged(holder: SurfaceHolder, format: Int, width: Int, height: Int) {
149 | TODO("Not yet implemented")
150 | }
151 |
152 |
153 | override fun surfaceDestroyed(holder: SurfaceHolder) {
154 | TODO("Not yet implemented")
155 | }
156 |
157 | // Flip the given `Bitmap` vertically.
158 | // See this SO answer -> https://stackoverflow.com/a/36494192/10878733
159 | private fun flipBitmap( source: Bitmap): Bitmap {
160 | val matrix = Matrix()
161 | matrix.postScale(-1f, 1f, source.width / 2f, source.height / 2f)
162 | val bitmap = Bitmap.createBitmap(source, 0, 0, source.width, source.height, matrix, true)
163 | return Bitmap.createScaledBitmap( bitmap , overlayWidth , overlayHeight , true )
164 | }
165 |
166 | override fun onDraw(canvas: Canvas) {
167 | if ( maskBitmap != null ) {
168 | canvas.drawBitmap( flipBitmap( maskBitmap!! ), 0f , 0f , null )
169 | }
170 | }
171 |
172 | }
173 |
174 |
175 | }
--------------------------------------------------------------------------------
/app/src/main/java/com/shubham0204/selfiesegmentation/MainActivity.kt:
--------------------------------------------------------------------------------
1 | /*
2 | * Copyright 2021 Shubham Panchal
3 | * Licensed under the Apache License, Version 2.0 (the "License");
4 | * You may not use this file except in compliance with the License.
5 | * You may obtain a copy of the License at
6 | *
7 | * http://www.apache.org/licenses/LICENSE-2.0
8 | *
9 | * Unless required by applicable law or agreed to in writing, software
10 | * distributed under the License is distributed on an "AS IS" BASIS,
11 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12 | * See the License for the specific language governing permissions and
13 | * limitations under the License.
14 | */
15 | package com.shubham0204.selfiesegmentation
16 |
17 | import android.Manifest
18 | import android.content.pm.PackageManager
19 | import android.os.Bundle
20 | import androidx.activity.ComponentActivity
21 | import androidx.activity.compose.setContent
22 | import androidx.activity.result.ActivityResultLauncher
23 | import androidx.activity.result.contract.ActivityResultContracts
24 | import androidx.annotation.OptIn
25 | import androidx.camera.core.ExperimentalGetImage
26 | import androidx.compose.animation.AnimatedVisibility
27 | import androidx.compose.animation.core.tween
28 | import androidx.compose.animation.fadeIn
29 | import androidx.compose.animation.fadeOut
30 | import androidx.compose.foundation.background
31 | import androidx.compose.foundation.layout.Box
32 | import androidx.compose.foundation.layout.Column
33 | import androidx.compose.foundation.layout.fillMaxSize
34 | import androidx.compose.material3.AlertDialog
35 | import androidx.compose.material3.Button
36 | import androidx.compose.material3.Surface
37 | import androidx.compose.material3.Text
38 | import androidx.compose.material3.TextButton
39 | import androidx.compose.runtime.Composable
40 | import androidx.compose.runtime.getValue
41 | import androidx.compose.runtime.mutableStateOf
42 | import androidx.compose.runtime.remember
43 | import androidx.compose.ui.Alignment
44 | import androidx.compose.ui.Modifier
45 | import androidx.compose.ui.graphics.Color
46 | import androidx.compose.ui.platform.LocalContext
47 | import androidx.compose.ui.platform.LocalLifecycleOwner
48 | import androidx.compose.ui.viewinterop.AndroidView
49 | import androidx.core.app.ActivityCompat
50 | import com.ml.shubham0204.facenetdetection.ui.theme.AppTheme
51 |
52 |
53 | class MainActivity : ComponentActivity() {
54 |
55 | private val cameraPermissionStatus = mutableStateOf( true )
56 | private val alertDialogShowStatus = mutableStateOf( false )
57 |
58 | private val alertDialogObjectParams = object {
59 | var title = ""
60 | var text = ""
61 | var positiveButtonText: String? = ""
62 | var negativeButtonText: String? = ""
63 | var positiveButtonOnClick: (() -> Unit)? = null
64 | var negativeButtonOnClick: (() -> Unit)? = null
65 | }
66 |
67 |
68 | override fun onCreate(savedInstanceState: Bundle?) {
69 | super.onCreate(savedInstanceState)
70 |
71 | setContent {
72 | ActivityUI()
73 | }
74 |
75 | // Request the CAMERA permission as we'll require it for displaying the camera preview.
76 | // See https://developer.android.com/training/permissions/requesting#allow-system-manage-request-code
77 | if (ActivityCompat.checkSelfPermission(
78 | this,
79 | Manifest.permission.CAMERA
80 | ) != PackageManager.PERMISSION_GRANTED
81 | ) {
82 | requestCameraPermission()
83 | } else {
84 | cameraPermissionStatus.value = true
85 | }
86 |
87 | }
88 |
89 | @Composable
90 | private fun ActivityUI() {
91 | AppTheme {
92 | Surface( modifier = Modifier
93 | .background(Color.White)
94 | .fillMaxSize() ) {
95 | Box {
96 | Camera()
97 | ShowAlertDialog()
98 | }
99 | }
100 | }
101 | }
102 |
103 | private fun createAlertDialog(
104 | dialogTitle: String,
105 | dialogText: String,
106 | dialogPositiveButtonText: String?,
107 | dialogNegativeButtonText: String?,
108 | onPositiveButtonClick: (() -> Unit)?,
109 | onNegativeButtonClick: (() -> Unit)?
110 | ) {
111 | alertDialogObjectParams.title = dialogTitle
112 | alertDialogObjectParams.text = dialogText
113 | alertDialogObjectParams.positiveButtonOnClick = onPositiveButtonClick
114 | alertDialogObjectParams.negativeButtonOnClick = onNegativeButtonClick
115 | alertDialogObjectParams.positiveButtonText = dialogPositiveButtonText
116 | alertDialogObjectParams.negativeButtonText = dialogNegativeButtonText
117 | alertDialogShowStatus.value = true
118 | }
119 |
120 | @Composable
121 | private fun ShowAlertDialog() {
122 | val visible by remember{ alertDialogShowStatus }
123 | if( visible ) {
124 | AlertDialog(
125 | title = { Text(text = alertDialogObjectParams.title) },
126 | text = { Text(text = alertDialogObjectParams.text)},
127 | onDismissRequest = { /* All alert dialogs are non-cancellable */ },
128 | confirmButton = {
129 | if ( alertDialogObjectParams.positiveButtonText != null ) {
130 | TextButton(onClick = {
131 | alertDialogShowStatus.value = false
132 | alertDialogObjectParams.positiveButtonOnClick?.let { it() }
133 | }) {
134 | Text(text = alertDialogObjectParams.positiveButtonText ?: "" )
135 | }
136 | }
137 | },
138 | dismissButton = {
139 | if( alertDialogObjectParams.negativeButtonText != null ) {
140 | TextButton(onClick = {
141 | alertDialogShowStatus.value = false
142 | alertDialogObjectParams.negativeButtonOnClick?.let{ it() }
143 | }) {
144 | Text(text = alertDialogObjectParams.negativeButtonText ?: "" )
145 | }
146 | }
147 | }
148 | )
149 | }
150 | }
151 |
152 | @OptIn(ExperimentalGetImage::class) @Composable
153 | private fun Camera() {
154 | val cameraPermissionStatus by remember{ cameraPermissionStatus }
155 | val lifecycleOwner = LocalLifecycleOwner.current
156 | val context = LocalContext.current
157 | DelayedVisibility( cameraPermissionStatus ) {
158 | AndroidView(
159 | modifier = Modifier.fillMaxSize() ,
160 | factory = {
161 | SegmentationOverlay(
162 | lifecycleOwner ,
163 | context
164 | )
165 | }
166 | )
167 | }
168 | DelayedVisibility( !cameraPermissionStatus ) {
169 | Box( modifier = Modifier.fillMaxSize() ) {
170 | Column( modifier = Modifier.align( Alignment.Center )) {
171 | Text( text = "Allow Camera Permissions" )
172 | Text( text = "The app cannot work without the camera permission." )
173 | Button(
174 | onClick = { requestCameraPermission() } ,
175 | modifier = Modifier.align( Alignment.CenterHorizontally )
176 | ) {
177 | Text(text = "Allow")
178 | }
179 | }
180 | }
181 | }
182 | }
183 |
184 |
185 | @Composable
186 | private fun DelayedVisibility( visible: Boolean , content: @Composable (() -> Unit) ) {
187 | AnimatedVisibility(
188 | visible = visible ,
189 | enter = fadeIn(animationSpec = tween(1000)),
190 | exit = fadeOut(animationSpec = tween(1000))
191 | ) {
192 | content()
193 | }
194 | }
195 |
196 | private fun requestCameraPermission() {
197 | cameraPermissionLauncher.launch( Manifest.permission.CAMERA )
198 | }
199 | private val cameraPermissionLauncher: ActivityResultLauncher =
200 | registerForActivityResult( ActivityResultContracts.RequestPermission() ) { isGranted ->
201 | if ( isGranted ) { cameraPermissionStatus.value = true }
202 | else {
203 | createAlertDialog(
204 | "Camera Permission" ,
205 | "The app couldn't function without the camera permission." ,
206 | "ALLOW" ,
207 | "CLOSE" ,
208 | onPositiveButtonClick = {
209 | requestCameraPermission()
210 | } ,
211 | onNegativeButtonClick = {
212 | finish()
213 | }
214 | )
215 | }
216 | }
217 |
218 | }
219 |
--------------------------------------------------------------------------------
/LICENSE:
--------------------------------------------------------------------------------
1 | GNU GENERAL PUBLIC LICENSE
2 | Version 3, 29 June 2007
3 |
4 | Copyright (C) 2007 Free Software Foundation, Inc.
5 | Everyone is permitted to copy and distribute verbatim copies
6 | of this license document, but changing it is not allowed.
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552 | 13. Use with the GNU Affero General Public License.
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563 | 14. Revised Versions of this License.
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589 | 15. Disclaimer of Warranty.
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591 | THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY
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599 |
600 | 16. Limitation of Liability.
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611 |
612 | 17. Interpretation of Sections 15 and 16.
613 |
614 | If the disclaimer of warranty and limitation of liability provided
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620 |
621 | END OF TERMS AND CONDITIONS
622 |
623 | How to Apply These Terms to Your New Programs
624 |
625 | If you develop a new program, and you want it to be of the greatest
626 | possible use to the public, the best way to achieve this is to make it
627 | free software which everyone can redistribute and change under these terms.
628 |
629 | To do so, attach the following notices to the program. It is safest
630 | to attach them to the start of each source file to most effectivelyPanchal
631 | state the exclusion of warranty; and each file should have at least
632 | the "copyright" line and a pointer to where the full notice is found.
633 |
634 | Android demo of selfie segmentation MLKit API
635 | Copyright (C) 2023 Shubham Panchal
636 |
637 | This program is free software: you can redistribute it and/or modify
638 | it under the terms of the GNU General Public License as published by
639 | the Free Software Foundation, either version 3 of the License, or
640 | (at your option) any later version.
641 |
642 | This program is distributed in the hope that it will be useful,
643 | but WITHOUT ANY WARRANTY; without even the implied warranty of
644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
645 | GNU General Public License for more details.
646 |
647 | You should have received a copy of the GNU General Public License
648 | along with this program. If not, see .
649 |
650 | Also add information on how to contact you by electronic and paper mail.
651 |
652 | If the program does terminal interaction, make it output a short
653 | notice like this when it starts in an interactive mode:
654 |
655 | Selfie segmentation with MLKit Copyright (C) 2023 Shubham Panchal
656 | This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'.
657 | This is free software, and you are welcome to redistribute it
658 | under certain conditions; type `show c' for details.
659 |
660 | The hypothetical commands `show w' and `show c' should show the appropriate
661 | parts of the General Public License. Of course, your program's commands
662 | might be different; for a GUI interface, you would use an "about box".
663 |
664 | You should also get your employer (if you work as a programmer) or school,
665 | if any, to sign a "copyright disclaimer" for the program, if necessary.
666 | For more information on this, and how to apply and follow the GNU GPL, see
667 | .
668 |
669 | The GNU General Public License does not permit incorporating your program
670 | into proprietary programs. If your program is a subroutine library, you
671 | may consider it more useful to permit linking proprietary applications with
672 | the library. If this is what you want to do, use the GNU Lesser General
673 | Public License instead of this License. But first, please read
674 | .
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