├── .gitignore ├── .metadata ├── .vscode └── launch.json ├── CHANGELOG.md ├── LICENSE ├── README.md ├── analysis_options.yaml ├── android ├── .gitignore ├── build.gradle ├── gradle │ └── wrapper │ │ ├── gradle-wrapper.jar │ │ └── gradle-wrapper.properties ├── settings.gradle └── src │ └── main │ ├── AndroidManifest.xml │ └── kotlin │ └── com │ └── doryan │ └── flutter_ml_image_transformation │ ├── FlutterPytorchCoremlCycleganPlugin.kt │ ├── channelMethods │ └── CMImageTransform.kt │ ├── pytorch │ ├── MLProcessor.kt │ └── MLProcessorImpl.kt │ └── utils │ ├── BitmapProcessor.kt │ └── BitmapProcessorImpl.kt ├── example ├── .gitignore ├── .metadata ├── README.md ├── analysis_options.yaml ├── android │ ├── .gitignore │ ├── app │ │ ├── build.gradle │ │ └── src │ │ │ ├── debug │ │ │ └── AndroidManifest.xml │ │ │ ├── main │ │ │ ├── AndroidManifest.xml │ │ │ ├── kotlin │ │ │ │ └── com │ │ │ │ │ └── example │ │ │ │ │ └── flutter_ml_image_transformation_example │ │ │ │ │ └── MainActivity.kt │ │ │ └── res │ │ │ │ ├── drawable-v21 │ │ │ │ └── launch_background.xml │ │ │ │ ├── drawable │ │ │ │ └── launch_background.xml │ │ │ │ ├── mipmap-hdpi │ │ │ │ └── ic_launcher.png │ │ │ │ ├── mipmap-mdpi │ │ │ │ └── ic_launcher.png │ │ │ │ ├── mipmap-xhdpi │ │ │ │ └── ic_launcher.png │ │ │ │ ├── mipmap-xxhdpi │ │ │ │ └── ic_launcher.png │ │ │ │ ├── mipmap-xxxhdpi │ │ │ │ └── ic_launcher.png │ │ │ │ ├── values-night │ │ │ │ └── styles.xml │ │ │ │ └── values │ │ │ │ └── styles.xml │ │ │ └── profile │ │ │ └── AndroidManifest.xml │ ├── build.gradle │ ├── gradle.properties │ ├── gradle │ │ └── wrapper │ │ │ └── gradle-wrapper.properties │ └── settings.gradle ├── assets │ ├── coreml_model │ │ └── .empty │ └── pytorch_model │ │ └── .empty ├── ios │ ├── .gitignore │ ├── Flutter │ │ ├── AppFrameworkInfo.plist │ │ ├── Debug.xcconfig │ │ └── Release.xcconfig │ ├── Podfile │ ├── Podfile.lock │ ├── Runner.xcodeproj │ │ ├── project.pbxproj │ │ ├── project.xcworkspace │ │ │ ├── contents.xcworkspacedata │ │ │ └── xcshareddata │ │ │ │ ├── IDEWorkspaceChecks.plist │ │ │ │ └── WorkspaceSettings.xcsettings │ │ └── xcshareddata │ │ │ └── xcschemes │ │ │ └── Runner.xcscheme │ ├── Runner.xcworkspace │ │ ├── contents.xcworkspacedata │ │ └── xcshareddata │ │ │ ├── IDEWorkspaceChecks.plist │ │ │ └── WorkspaceSettings.xcsettings │ └── Runner │ │ ├── AppDelegate.swift │ │ ├── Assets.xcassets │ │ ├── AppIcon.appiconset │ │ │ ├── Contents.json │ │ │ ├── Icon-App-1024x1024@1x.png │ │ │ ├── Icon-App-20x20@1x.png │ │ │ ├── Icon-App-20x20@2x.png │ │ │ ├── Icon-App-20x20@3x.png │ │ │ ├── Icon-App-29x29@1x.png │ │ │ ├── Icon-App-29x29@2x.png │ │ │ ├── Icon-App-29x29@3x.png │ │ │ ├── Icon-App-40x40@1x.png │ │ │ ├── Icon-App-40x40@2x.png │ │ │ ├── Icon-App-40x40@3x.png │ │ │ ├── Icon-App-60x60@2x.png │ │ │ ├── Icon-App-60x60@3x.png │ │ │ ├── Icon-App-76x76@1x.png │ │ │ ├── Icon-App-76x76@2x.png │ │ │ └── Icon-App-83.5x83.5@2x.png │ │ └── LaunchImage.imageset │ │ │ ├── Contents.json │ │ │ ├── LaunchImage.png │ │ │ ├── LaunchImage@2x.png │ │ │ ├── LaunchImage@3x.png │ │ │ └── README.md │ │ ├── Base.lproj │ │ ├── LaunchScreen.storyboard │ │ └── Main.storyboard │ │ ├── Info.plist │ │ └── Runner-Bridging-Header.h ├── lib │ ├── main.dart │ ├── ui │ │ ├── camera │ │ │ └── camera.dart │ │ └── display_image.dart │ └── utils │ │ └── file_utils.dart ├── pubspec.yaml └── test │ └── widget_test.dart ├── ios ├── .gitignore ├── Assets │ └── .gitkeep ├── Classes │ ├── ChannelMethods │ │ └── CMImageTransform.swift │ ├── Extension │ │ ├── AppError.swift │ │ └── ImageExtension.swift │ ├── FlutterPytorchCoremlCycleganPlugin.h │ ├── FlutterPytorchCoremlCycleganPlugin.m │ ├── SwiftFlutterPytorchCoremlCycleganPlugin.swift │ ├── ml │ │ ├── MLProcessor.swift │ │ └── MLProcessorImpl.swift │ └── utils │ │ ├── ImageUtils.swift │ │ └── ImageUtilsImpl.swift └── flutter_ml_image_transformation.podspec ├── lib └── flutter_ml_image_transformation.dart ├── pubspec.yaml └── test └── flutter_ml_image_transformation_test.dart /.gitignore: -------------------------------------------------------------------------------- 1 | # Miscellaneous 2 | *.class 3 | *.log 4 | *.pyc 5 | *.swp 6 | .DS_Store 7 | .atom/ 8 | .buildlog/ 9 | .history 10 | .svn/ 11 | 12 | # IntelliJ related 13 | *.iml 14 | *.ipr 15 | *.iws 16 | .idea/ 17 | 18 | # The .vscode folder contains launch configuration and tasks you configure in 19 | # VS Code which you may wish to be included in version control, so this line 20 | # is commented out by default. 21 | #.vscode/ 22 | 23 | # Flutter/Dart/Pub related 24 | # Libraries should not include pubspec.lock, per https://dart.dev/guides/libraries/private-files#pubspeclock. 25 | /pubspec.lock 26 | **/doc/api/ 27 | .dart_tool/ 28 | .packages 29 | build/ 30 | 31 | # custom 32 | example/assets/* 33 | -------------------------------------------------------------------------------- /.metadata: -------------------------------------------------------------------------------- 1 | # This file tracks properties of this Flutter project. 2 | # Used by Flutter tool to assess capabilities and perform upgrades etc. 3 | # 4 | # This file should be version controlled and should not be manually edited. 5 | 6 | version: 7 | revision: 77d935af4db863f6abd0b9c31c7e6df2a13de57b 8 | channel: stable 9 | 10 | project_type: plugin 11 | -------------------------------------------------------------------------------- /.vscode/launch.json: -------------------------------------------------------------------------------- 1 | { 2 | // Use IntelliSense to learn about possible attributes. 3 | // Hover to view descriptions of existing attributes. 4 | // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 5 | "version": "0.2.0", 6 | "configurations": [ 7 | { 8 | "name": "flutter-ML-imageTransformation", 9 | "request": "launch", 10 | "type": "dart" 11 | }, 12 | { 13 | "name": "flutter-ML-imageTransformation (profile mode)", 14 | "request": "launch", 15 | "type": "dart", 16 | "flutterMode": "profile" 17 | }, 18 | { 19 | "name": "example", 20 | "cwd": "example", 21 | "request": "launch", 22 | "type": "dart", 23 | "program": "lib/main.dart" 24 | }, 25 | { 26 | "name": "example (profile mode)", 27 | "cwd": "example", 28 | "request": "launch", 29 | "type": "dart", 30 | "flutterMode": "profile" 31 | } 32 | ] 33 | } -------------------------------------------------------------------------------- /CHANGELOG.md: -------------------------------------------------------------------------------- 1 | ## 0.0.1 2 | 3 | * TODO: Describe initial release. 4 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | MIT License 2 | 3 | Copyright (c) 2022 ryu38 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 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # Flutter ML Image Transformation 2 | The flutter plugin for image-to-image-transformation using PyTorch-mobile (android) and CoreML (ios) 3 | 4 | ## Installation 5 | Add lines like below under `dependencies` in your package's pubspec.yaml and run `flutter pub get`. 6 | ```yaml 7 | dependencies: 8 | 9 | # ... 10 | 11 | flutter_ml_image_transformation: 12 | git: 13 | url: https://github.com/ryu38/flutter-ML-imageTransformation.git 14 | ref: master 15 | ``` 16 | 17 | ## Usage 18 | 1. Create a assets folder to import models of PyTorch and/or CoreML. Add lines like below in pubspec.yaml. 19 | ```yaml 20 | assets: 21 | - assets/pytorch_model/ 22 | - assets/coreml_model/ 23 | ``` 24 | 2. Store models in the assets folder created. 25 | 3. Copy your model to a documents directory. 26 | [About Documents Directory](https://docs.flutter.dev/cookbook/persistence/reading-writing-files) 27 | ```dart 28 | import 'package:flutter/services.dart'; 29 | import 'package:path/path.dart'; 30 | import 'package:path_provider/path_provider.dart'; 31 | 32 | 33 | // Use a different model for IOS or android. 34 | final String assetModelPath; 35 | final String appDirModelName; 36 | if (Platform.isAndroid) { 37 | assetModelPath = 'assets/pytorch_model/MyModel.ptl'; 38 | appDirModelName = 'MyModel.ptl'; 39 | } else if (Platform.isIOS) { 40 | assetModelPath = 'assets/coreml_model/MyModel.mlmodel'; 41 | appDirModelName = 'MyModel.mlmodel'; 42 | } else { 43 | throw Exception(); 44 | } 45 | 46 | // Get a path to a documents directory and define a path to a model to be copied there. 47 | final appDir = await getApplicationDocumentsDirectory(); 48 | final appDirModelPath = join(appDir.path, appDirModelName); 49 | 50 | // Copy your model in the assets folder there. 51 | final byteData = await rootBundle.load(assetModelPath); 52 | final bytes = byteData.buffer 53 | .asUint8List(byteData.offsetInBytes, byteData.lengthInBytes); 54 | await File(appDirModelPath).writeAsBytes(bytes); 55 | ``` 56 | 4. Import the library. 57 | ```dart 58 | import 'package:flutter_ml_image_transformation/flutter_ml_image_transformation.dart'; 59 | ``` 60 | 5. Load your model by `MLImageTransformer.setModel()` before executing Image Transformation. 61 | `inputWidth` and `inputHeight` are set to `256` by default. 62 | ```dart 63 | final result = await MLImageTransformer.setModel( 64 | modelPath: modelPath, inputWidth: 256, inputHeight: 256, 65 | ); 66 | if (result != null) throw Exception(result); 67 | ``` 68 | 6. Execute Image Transformation by `MLImageTransformer.transformImage()`. 69 | `imagePath` and `outputPath` need to be readable by the app (Documents Directory or Temporary Directory). 70 | ```dart 71 | final result = await MLImageTransformer.transformImage( 72 | imagePath: imagePath, outputPath: outputPath 73 | ); 74 | if (result != null) throw Exception(result); 75 | ``` 76 | --- 77 | #### NOTE 78 | You can also learn more about how to use the package from [/example](example/). 79 | -------------------------------------------------------------------------------- /analysis_options.yaml: -------------------------------------------------------------------------------- 1 | include: package:flutter_lints/flutter.yaml 2 | 3 | # Additional information about this file can be found at 4 | # https://dart.dev/guides/language/analysis-options 5 | -------------------------------------------------------------------------------- /android/.gitignore: -------------------------------------------------------------------------------- 1 | *.iml 2 | .gradle 3 | /local.properties 4 | /.idea/workspace.xml 5 | /.idea/libraries 6 | .DS_Store 7 | /build 8 | /captures 9 | -------------------------------------------------------------------------------- /android/build.gradle: -------------------------------------------------------------------------------- 1 | group 'com.doryan.flutter_ml_image_transformation' 2 | version '1.0-SNAPSHOT' 3 | 4 | buildscript { 5 | ext.kotlin_version = '1.6.10' 6 | repositories { 7 | google() 8 | mavenCentral() 9 | jcenter() 10 | } 11 | 12 | dependencies { 13 | classpath 'com.android.tools.build:gradle:7.1.2' 14 | classpath "org.jetbrains.kotlin:kotlin-gradle-plugin:$kotlin_version" 15 | } 16 | } 17 | 18 | rootProject.allprojects { 19 | repositories { 20 | google() 21 | mavenCentral() 22 | jcenter() 23 | } 24 | } 25 | 26 | apply plugin: 'com.android.library' 27 | apply plugin: 'kotlin-android' 28 | 29 | android { 30 | compileSdkVersion 32 31 | 32 | compileOptions { 33 | sourceCompatibility JavaVersion.VERSION_1_8 34 | targetCompatibility JavaVersion.VERSION_1_8 35 | } 36 | 37 | kotlinOptions { 38 | jvmTarget = '1.8' 39 | } 40 | 41 | sourceSets { 42 | main.java.srcDirs += 'src/main/kotlin' 43 | } 44 | 45 | defaultConfig { 46 | minSdkVersion 27 47 | } 48 | } 49 | 50 | dependencies { 51 | implementation "org.jetbrains.kotlin:kotlin-stdlib-jdk7:$kotlin_version" 52 | 53 | // pytorch 54 | implementation "org.pytorch:pytorch_android:1.10.0" 55 | implementation "org.pytorch:pytorch_android_torchvision:1.10.0" 56 | 57 | // coroutines 58 | implementation "org.jetbrains.kotlinx:kotlinx-coroutines-android:1.3.6" 59 | } 60 | -------------------------------------------------------------------------------- /android/gradle/wrapper/gradle-wrapper.jar: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/android/gradle/wrapper/gradle-wrapper.jar -------------------------------------------------------------------------------- /android/gradle/wrapper/gradle-wrapper.properties: -------------------------------------------------------------------------------- 1 | distributionBase=GRADLE_USER_HOME 2 | distributionPath=wrapper/dists 3 | distributionUrl=https\://services.gradle.org/distributions/gradle-7.4-all.zip 4 | zipStoreBase=GRADLE_USER_HOME 5 | zipStorePath=wrapper/dists 6 | -------------------------------------------------------------------------------- /android/settings.gradle: -------------------------------------------------------------------------------- 1 | rootProject.name = 'flutter_ml_image_transformation' 2 | -------------------------------------------------------------------------------- /android/src/main/AndroidManifest.xml: -------------------------------------------------------------------------------- 1 | 3 | 4 | -------------------------------------------------------------------------------- /android/src/main/kotlin/com/doryan/flutter_ml_image_transformation/FlutterPytorchCoremlCycleganPlugin.kt: -------------------------------------------------------------------------------- 1 | package com.doryan.flutter_ml_image_transformation 2 | 3 | import androidx.annotation.NonNull 4 | import com.doryan.flutter_ml_image_transformation.channelMethods.CMImageTransform 5 | 6 | import io.flutter.embedding.engine.plugins.FlutterPlugin 7 | import io.flutter.plugin.common.MethodCall 8 | import io.flutter.plugin.common.MethodChannel 9 | import io.flutter.plugin.common.MethodChannel.MethodCallHandler 10 | import io.flutter.plugin.common.MethodChannel.Result 11 | import kotlinx.coroutines.CoroutineScope 12 | import kotlinx.coroutines.Dispatchers 13 | import kotlinx.coroutines.launch 14 | 15 | /** FlutterPytorchCoremlCycleganPlugin */ 16 | class FlutterPytorchCoremlCycleganPlugin: FlutterPlugin, MethodCallHandler { 17 | /// The MethodChannel that will the communication between Flutter and native Android 18 | /// 19 | /// This local reference serves to register the plugin with the Flutter Engine and unregister it 20 | /// when the Flutter Engine is detached from the Activity 21 | private lateinit var channel : MethodChannel 22 | 23 | private val mainScope = CoroutineScope(Dispatchers.Main) 24 | 25 | override fun onAttachedToEngine(@NonNull flutterPluginBinding: FlutterPlugin.FlutterPluginBinding) { 26 | channel = MethodChannel(flutterPluginBinding.binaryMessenger, "flutter_ml_image_transformation") 27 | channel.setMethodCallHandler(this) 28 | } 29 | 30 | override fun onMethodCall(@NonNull call: MethodCall, @NonNull result: Result) { 31 | when (call.method) { 32 | "setModel" -> { 33 | val params = call.arguments as HashMap 34 | val modelPath = params["modelPath"] as String 35 | val width = params["inputWidth"] as Int 36 | val height = params["inputHeight"] as Int 37 | mainScope.launch { 38 | result.success( 39 | CMImageTransform.setModel(modelPath, width, height) 40 | ) 41 | } 42 | } 43 | "transformImage" -> { 44 | val params = call.arguments as HashMap 45 | val imagePath = params["imagePath"] as String 46 | val outputPath = params["outputPath"] as String 47 | mainScope.launch { 48 | result.success( 49 | CMImageTransform.transformImage(imagePath, outputPath) 50 | ) 51 | } 52 | } 53 | else -> { 54 | result.notImplemented() 55 | } 56 | } 57 | } 58 | 59 | override fun onDetachedFromEngine(@NonNull binding: FlutterPlugin.FlutterPluginBinding) { 60 | channel.setMethodCallHandler(null) 61 | } 62 | } 63 | -------------------------------------------------------------------------------- /android/src/main/kotlin/com/doryan/flutter_ml_image_transformation/channelMethods/CMImageTransform.kt: -------------------------------------------------------------------------------- 1 | package com.doryan.flutter_ml_image_transformation.channelMethods 2 | 3 | import com.doryan.flutter_ml_image_transformation.pytorch.MLProcessor 4 | import com.doryan.flutter_ml_image_transformation.pytorch.MLProcessorImpl 5 | import com.doryan.flutter_ml_image_transformation.utils.BitmapProcessor 6 | import com.doryan.flutter_ml_image_transformation.utils.BitmapProcessorImpl 7 | import kotlinx.coroutines.CoroutineScope 8 | import kotlinx.coroutines.Dispatchers 9 | import kotlinx.coroutines.launch 10 | import kotlinx.coroutines.withContext 11 | 12 | object CMImageTransform { 13 | 14 | private val bitmapProcessor: BitmapProcessor = BitmapProcessorImpl() 15 | private var mlProcessor: MLProcessor? = null 16 | 17 | suspend fun setModel(modelPath: String, width: Int, height: Int): String? { 18 | try { 19 | mlProcessor = withContext(Dispatchers.IO) { 20 | MLProcessorImpl(modelPath, width, height) 21 | } 22 | } catch (ex: Exception) { 23 | return ex.message ?: "unknown" 24 | } 25 | return null 26 | } 27 | 28 | suspend fun transformImage( 29 | imagePath: String, outputPath: String): String? { 30 | try { 31 | mlProcessor?.let { 32 | withContext(Dispatchers.Default) { 33 | val srcBitmap = bitmapProcessor.loadImage(imagePath) 34 | val input = bitmapProcessor.centerCropScale( 35 | srcBitmap, it.width, it.height) 36 | it.process(input).also { 37 | bitmapProcessor.saveBitmap(it, outputPath) 38 | } 39 | } 40 | return null 41 | } 42 | throw Exception("a model is not set") 43 | } catch (ex: Exception) { 44 | return ex.message ?: "unknown" 45 | } 46 | } 47 | } 48 | -------------------------------------------------------------------------------- /android/src/main/kotlin/com/doryan/flutter_ml_image_transformation/pytorch/MLProcessor.kt: -------------------------------------------------------------------------------- 1 | package com.doryan.flutter_ml_image_transformation.pytorch 2 | 3 | import android.graphics.Bitmap 4 | import org.pytorch.Module 5 | 6 | interface MLProcessor { 7 | 8 | val module: Module 9 | val width: Int 10 | val height: Int 11 | 12 | fun process(bitmap: Bitmap): Bitmap 13 | } -------------------------------------------------------------------------------- /android/src/main/kotlin/com/doryan/flutter_ml_image_transformation/pytorch/MLProcessorImpl.kt: -------------------------------------------------------------------------------- 1 | package com.doryan.flutter_ml_image_transformation.pytorch 2 | 3 | import android.graphics.Bitmap 4 | import android.graphics.Color 5 | import org.pytorch.IValue 6 | import org.pytorch.Module 7 | import org.pytorch.torchvision.TensorImageUtils 8 | 9 | class MLProcessorImpl( 10 | modelPath: String, 11 | override val width: Int, 12 | override val height: Int): MLProcessor { 13 | 14 | override val module = Module.load(modelPath) 15 | 16 | override fun process(bitmap: Bitmap): Bitmap { 17 | val inputTensor = TensorImageUtils.bitmapToFloat32Tensor( 18 | bitmap, FloatArray(3) { RGB_MEAN * 3 }, FloatArray(3) { RGB_STD * 3 } 19 | ) 20 | val outputTensor = module.forward(IValue.from(inputTensor)) 21 | .toTensor().dataAsFloatArray 22 | return outputTensor.bitmap 23 | } 24 | 25 | private val FloatArray.bitmap: Bitmap 26 | get() { 27 | val bitmap = Bitmap.createBitmap(width, height, Bitmap.Config.ARGB_8888) 28 | val totalPixels = width * height 29 | val pixelArray = IntArray(totalPixels) 30 | 31 | val denorm = { n: Float -> (n * RGB_STD) + RGB_MEAN } 32 | 33 | for (i in 0 until totalPixels) { 34 | pixelArray[i] = Color.rgb( 35 | denorm(this[i]), denorm(this[i + totalPixels]), denorm(this[i + 2 * totalPixels]) 36 | ) 37 | } 38 | bitmap.setPixels(pixelArray, 0, width, 0, 0, width, height) 39 | return bitmap 40 | } 41 | 42 | companion object { 43 | private const val RGB_MEAN = 0.5f 44 | private const val RGB_STD = 0.5f 45 | } 46 | } -------------------------------------------------------------------------------- /android/src/main/kotlin/com/doryan/flutter_ml_image_transformation/utils/BitmapProcessor.kt: -------------------------------------------------------------------------------- 1 | package com.doryan.flutter_ml_image_transformation.utils 2 | 3 | import android.graphics.Bitmap 4 | 5 | interface BitmapProcessor { 6 | 7 | fun loadImage(path: String): Bitmap 8 | 9 | fun saveBitmap(bitmap: Bitmap, path: String) 10 | 11 | fun centerCropScale(src: Bitmap, width: Int, height: Int): Bitmap 12 | } -------------------------------------------------------------------------------- /android/src/main/kotlin/com/doryan/flutter_ml_image_transformation/utils/BitmapProcessorImpl.kt: -------------------------------------------------------------------------------- 1 | package com.doryan.flutter_ml_image_transformation.utils 2 | 3 | import android.graphics.Bitmap 4 | import android.graphics.BitmapFactory 5 | import android.graphics.Matrix 6 | import java.io.ByteArrayOutputStream 7 | import java.io.File 8 | 9 | class BitmapProcessorImpl: BitmapProcessor { 10 | 11 | override fun loadImage(path: String): Bitmap { 12 | return BitmapFactory.decodeFile(path) 13 | } 14 | 15 | override fun saveBitmap(bitmap: Bitmap, path: String) { 16 | val baos = ByteArrayOutputStream() 17 | bitmap.compress(Bitmap.CompressFormat.JPEG, 100, baos) 18 | val jpgArray = baos.toByteArray() 19 | File(path).writeBytes(jpgArray) 20 | } 21 | 22 | override fun centerCropScale(src: Bitmap, width: Int, height: Int): Bitmap { 23 | val srcWidth = src.width 24 | val srcHeight = src.height 25 | 26 | val srcAspect = srcHeight.toFloat() / srcWidth 27 | val cropAspect = height.toFloat() / width 28 | 29 | val matrix = { srcW: Int, srcH: Int -> 30 | Matrix().apply { 31 | postScale(width.toFloat() / srcW, height.toFloat() / srcH) 32 | } 33 | } 34 | 35 | if (srcAspect > cropAspect) { 36 | // width ratio larger than original so cut height side 37 | val cropHeight = (srcWidth * cropAspect).toInt() 38 | return Bitmap.createBitmap( 39 | src, 0, (srcHeight - cropHeight) / 2, srcWidth, cropHeight, 40 | matrix(srcWidth, cropHeight), true) 41 | } else { 42 | val cropWidth = (srcHeight / cropAspect).toInt() 43 | return Bitmap.createBitmap( 44 | src, (srcWidth - cropWidth) / 2, 0, cropWidth, srcHeight, 45 | matrix(cropWidth, srcHeight), true) 46 | } 47 | } 48 | } -------------------------------------------------------------------------------- /example/.gitignore: -------------------------------------------------------------------------------- 1 | # Miscellaneous 2 | *.class 3 | *.log 4 | *.pyc 5 | *.swp 6 | .DS_Store 7 | .atom/ 8 | .buildlog/ 9 | .history 10 | .svn/ 11 | 12 | # IntelliJ related 13 | *.iml 14 | *.ipr 15 | *.iws 16 | .idea/ 17 | 18 | # The .vscode folder contains launch configuration and tasks you configure in 19 | # VS Code which you may wish to be included in version control, so this line 20 | # is commented out by default. 21 | #.vscode/ 22 | 23 | # Flutter/Dart/Pub related 24 | **/doc/api/ 25 | **/ios/Flutter/.last_build_id 26 | .dart_tool/ 27 | .flutter-plugins 28 | .flutter-plugins-dependencies 29 | .packages 30 | .pub-cache/ 31 | .pub/ 32 | /build/ 33 | 34 | # Web related 35 | lib/generated_plugin_registrant.dart 36 | 37 | # Symbolication related 38 | app.*.symbols 39 | 40 | # Obfuscation related 41 | app.*.map.json 42 | 43 | # Android Studio will place build artifacts here 44 | /android/app/debug 45 | /android/app/profile 46 | /android/app/release 47 | -------------------------------------------------------------------------------- /example/.metadata: -------------------------------------------------------------------------------- 1 | # This file tracks properties of this Flutter project. 2 | # Used by Flutter tool to assess capabilities and perform upgrades etc. 3 | # 4 | # This file should be version controlled and should not be manually edited. 5 | 6 | version: 7 | revision: 77d935af4db863f6abd0b9c31c7e6df2a13de57b 8 | channel: stable 9 | 10 | project_type: app 11 | -------------------------------------------------------------------------------- /example/README.md: -------------------------------------------------------------------------------- 1 | # flutter_ml_image_transformation_example 2 | 3 | Demonstrates how to use the flutter_ml_image_transformation plugin. 4 | 5 | ## Getting Started 6 | 7 | This project is a starting point for a Flutter application. 8 | 9 | A few resources to get you started if this is your first Flutter project: 10 | 11 | - [Lab: Write your first Flutter app](https://flutter.dev/docs/get-started/codelab) 12 | - [Cookbook: Useful Flutter samples](https://flutter.dev/docs/cookbook) 13 | 14 | For help getting started with Flutter, view our 15 | [online documentation](https://flutter.dev/docs), which offers tutorials, 16 | samples, guidance on mobile development, and a full API reference. 17 | 18 | ## You need to add the following assets files: 19 | - example/assets/pytorch_model/GANModelFloat32.ptl 20 | - example/assets/coreml_model/GANModelFloat16.mlmodel 21 | - example/assets/target.jpg -------------------------------------------------------------------------------- /example/analysis_options.yaml: -------------------------------------------------------------------------------- 1 | # This file configures the analyzer, which statically analyzes Dart code to 2 | # check for errors, warnings, and lints. 3 | # 4 | # The issues identified by the analyzer are surfaced in the UI of Dart-enabled 5 | # IDEs (https://dart.dev/tools#ides-and-editors). The analyzer can also be 6 | # invoked from the command line by running `flutter analyze`. 7 | 8 | # The following line activates a set of recommended lints for Flutter apps, 9 | # packages, and plugins designed to encourage good coding practices. 10 | include: package:flutter_lints/flutter.yaml 11 | 12 | linter: 13 | # The lint rules applied to this project can be customized in the 14 | # section below to disable rules from the `package:flutter_lints/flutter.yaml` 15 | # included above or to enable additional rules. A list of all available lints 16 | # and their documentation is published at 17 | # https://dart-lang.github.io/linter/lints/index.html. 18 | # 19 | # Instead of disabling a lint rule for the entire project in the 20 | # section below, it can also be suppressed for a single line of code 21 | # or a specific dart file by using the `// ignore: name_of_lint` and 22 | # `// ignore_for_file: name_of_lint` syntax on the line or in the file 23 | # producing the lint. 24 | rules: 25 | # avoid_print: false # Uncomment to disable the `avoid_print` rule 26 | # prefer_single_quotes: true # Uncomment to enable the `prefer_single_quotes` rule 27 | 28 | # Additional information about this file can be found at 29 | # https://dart.dev/guides/language/analysis-options 30 | -------------------------------------------------------------------------------- /example/android/.gitignore: -------------------------------------------------------------------------------- 1 | gradle-wrapper.jar 2 | /.gradle 3 | /captures/ 4 | /gradlew 5 | /gradlew.bat 6 | /local.properties 7 | GeneratedPluginRegistrant.java 8 | 9 | # Remember to never publicly share your keystore. 10 | # See https://flutter.dev/docs/deployment/android#reference-the-keystore-from-the-app 11 | key.properties 12 | **/*.keystore 13 | **/*.jks 14 | -------------------------------------------------------------------------------- /example/android/app/build.gradle: -------------------------------------------------------------------------------- 1 | def localProperties = new Properties() 2 | def localPropertiesFile = rootProject.file('local.properties') 3 | if (localPropertiesFile.exists()) { 4 | localPropertiesFile.withReader('UTF-8') { reader -> 5 | localProperties.load(reader) 6 | } 7 | } 8 | 9 | def flutterRoot = localProperties.getProperty('flutter.sdk') 10 | if (flutterRoot == null) { 11 | throw new GradleException("Flutter SDK not found. Define location with flutter.sdk in the local.properties file.") 12 | } 13 | 14 | def flutterVersionCode = localProperties.getProperty('flutter.versionCode') 15 | if (flutterVersionCode == null) { 16 | flutterVersionCode = '1' 17 | } 18 | 19 | def flutterVersionName = localProperties.getProperty('flutter.versionName') 20 | if (flutterVersionName == null) { 21 | flutterVersionName = '1.0' 22 | } 23 | 24 | apply plugin: 'com.android.application' 25 | apply plugin: 'kotlin-android' 26 | apply from: "$flutterRoot/packages/flutter_tools/gradle/flutter.gradle" 27 | 28 | android { 29 | compileSdkVersion flutter.compileSdkVersion 30 | 31 | compileOptions { 32 | sourceCompatibility JavaVersion.VERSION_1_8 33 | targetCompatibility JavaVersion.VERSION_1_8 34 | } 35 | 36 | kotlinOptions { 37 | jvmTarget = '1.8' 38 | } 39 | 40 | sourceSets { 41 | main.java.srcDirs += 'src/main/kotlin' 42 | } 43 | 44 | defaultConfig { 45 | // TODO: Specify your own unique Application ID (https://developer.android.com/studio/build/application-id.html). 46 | applicationId "com.doryan.flutter_ml_image_transformation_example" 47 | minSdkVersion 27 48 | compileSdkVersion 33 49 | versionCode flutterVersionCode.toInteger() 50 | versionName flutterVersionName 51 | } 52 | 53 | buildTypes { 54 | release { 55 | // TODO: Add your own signing config for the release build. 56 | // Signing with the debug keys for now, so `flutter run --release` works. 57 | signingConfig signingConfigs.debug 58 | minifyEnabled false 59 | shrinkResources false 60 | } 61 | } 62 | } 63 | 64 | flutter { 65 | source '../..' 66 | } 67 | 68 | dependencies { 69 | implementation "org.jetbrains.kotlin:kotlin-stdlib-jdk7:$kotlin_version" 70 | 71 | implementation "org.pytorch:pytorch_android:1.10.0" 72 | implementation "org.pytorch:pytorch_android_torchvision:1.10.0" 73 | } 74 | -------------------------------------------------------------------------------- /example/android/app/src/debug/AndroidManifest.xml: -------------------------------------------------------------------------------- 1 | 3 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /example/android/app/src/main/AndroidManifest.xml: -------------------------------------------------------------------------------- 1 | 3 | 7 | 15 | 19 | 23 | 24 | 25 | 26 | 27 | 28 | 30 | 33 | 34 | 35 | 36 | -------------------------------------------------------------------------------- /example/android/app/src/main/kotlin/com/example/flutter_ml_image_transformation_example/MainActivity.kt: -------------------------------------------------------------------------------- 1 | package com.doryan.flutter_ml_image_transformation_example 2 | 3 | import io.flutter.embedding.android.FlutterActivity 4 | 5 | class MainActivity: FlutterActivity() { 6 | } 7 | -------------------------------------------------------------------------------- /example/android/app/src/main/res/drawable-v21/launch_background.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 12 | 13 | -------------------------------------------------------------------------------- /example/android/app/src/main/res/drawable/launch_background.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 12 | 13 | -------------------------------------------------------------------------------- /example/android/app/src/main/res/mipmap-hdpi/ic_launcher.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/android/app/src/main/res/mipmap-hdpi/ic_launcher.png -------------------------------------------------------------------------------- /example/android/app/src/main/res/mipmap-mdpi/ic_launcher.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/android/app/src/main/res/mipmap-mdpi/ic_launcher.png -------------------------------------------------------------------------------- /example/android/app/src/main/res/mipmap-xhdpi/ic_launcher.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/android/app/src/main/res/mipmap-xhdpi/ic_launcher.png -------------------------------------------------------------------------------- /example/android/app/src/main/res/mipmap-xxhdpi/ic_launcher.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/android/app/src/main/res/mipmap-xxhdpi/ic_launcher.png -------------------------------------------------------------------------------- /example/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/android/app/src/main/res/mipmap-xxxhdpi/ic_launcher.png -------------------------------------------------------------------------------- /example/android/app/src/main/res/values-night/styles.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 9 | 15 | 18 | 19 | -------------------------------------------------------------------------------- /example/android/app/src/main/res/values/styles.xml: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 9 | 15 | 18 | 19 | -------------------------------------------------------------------------------- /example/android/app/src/profile/AndroidManifest.xml: -------------------------------------------------------------------------------- 1 | 3 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /example/android/build.gradle: -------------------------------------------------------------------------------- 1 | buildscript { 2 | ext.kotlin_version = '1.6.10' 3 | repositories { 4 | google() 5 | mavenCentral() 6 | } 7 | 8 | dependencies { 9 | classpath 'com.android.tools.build:gradle:7.1.2' 10 | classpath "org.jetbrains.kotlin:kotlin-gradle-plugin:$kotlin_version" 11 | } 12 | } 13 | 14 | allprojects { 15 | repositories { 16 | google() 17 | mavenCentral() 18 | } 19 | } 20 | 21 | rootProject.buildDir = '../build' 22 | subprojects { 23 | project.buildDir = "${rootProject.buildDir}/${project.name}" 24 | } 25 | subprojects { 26 | project.evaluationDependsOn(':app') 27 | } 28 | 29 | task clean(type: Delete) { 30 | delete rootProject.buildDir 31 | } -------------------------------------------------------------------------------- /example/android/gradle.properties: -------------------------------------------------------------------------------- 1 | org.gradle.jvmargs=-Xmx1536M 2 | android.useAndroidX=true 3 | android.enableJetifier=true 4 | -------------------------------------------------------------------------------- /example/android/gradle/wrapper/gradle-wrapper.properties: -------------------------------------------------------------------------------- 1 | #Fri Jun 23 08:50:38 CEST 2017 2 | distributionBase=GRADLE_USER_HOME 3 | distributionPath=wrapper/dists 4 | zipStoreBase=GRADLE_USER_HOME 5 | zipStorePath=wrapper/dists 6 | distributionUrl=https\://services.gradle.org/distributions/gradle-7.4-all.zip 7 | -------------------------------------------------------------------------------- /example/android/settings.gradle: -------------------------------------------------------------------------------- 1 | include ':app' 2 | 3 | def localPropertiesFile = new File(rootProject.projectDir, "local.properties") 4 | def properties = new Properties() 5 | 6 | assert localPropertiesFile.exists() 7 | localPropertiesFile.withReader("UTF-8") { reader -> properties.load(reader) } 8 | 9 | def flutterSdkPath = properties.getProperty("flutter.sdk") 10 | assert flutterSdkPath != null, "flutter.sdk not set in local.properties" 11 | apply from: "$flutterSdkPath/packages/flutter_tools/gradle/app_plugin_loader.gradle" 12 | -------------------------------------------------------------------------------- /example/assets/coreml_model/.empty: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/assets/coreml_model/.empty -------------------------------------------------------------------------------- /example/assets/pytorch_model/.empty: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/assets/pytorch_model/.empty -------------------------------------------------------------------------------- /example/ios/.gitignore: -------------------------------------------------------------------------------- 1 | **/dgph 2 | *.mode1v3 3 | *.mode2v3 4 | *.moved-aside 5 | *.pbxuser 6 | *.perspectivev3 7 | **/*sync/ 8 | .sconsign.dblite 9 | .tags* 10 | **/.vagrant/ 11 | **/DerivedData/ 12 | Icon? 13 | **/Pods/ 14 | **/.symlinks/ 15 | profile 16 | xcuserdata 17 | **/.generated/ 18 | Flutter/App.framework 19 | Flutter/Flutter.framework 20 | Flutter/Flutter.podspec 21 | Flutter/Generated.xcconfig 22 | Flutter/ephemeral/ 23 | Flutter/app.flx 24 | Flutter/app.zip 25 | Flutter/flutter_assets/ 26 | Flutter/flutter_export_environment.sh 27 | ServiceDefinitions.json 28 | Runner/GeneratedPluginRegistrant.* 29 | 30 | # Exceptions to above rules. 31 | !default.mode1v3 32 | !default.mode2v3 33 | !default.pbxuser 34 | !default.perspectivev3 35 | -------------------------------------------------------------------------------- /example/ios/Flutter/AppFrameworkInfo.plist: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | CFBundleDevelopmentRegion 6 | en 7 | CFBundleExecutable 8 | App 9 | CFBundleIdentifier 10 | io.flutter.flutter.app 11 | CFBundleInfoDictionaryVersion 12 | 6.0 13 | CFBundleName 14 | App 15 | CFBundlePackageType 16 | FMWK 17 | CFBundleShortVersionString 18 | 1.0 19 | CFBundleSignature 20 | ???? 21 | CFBundleVersion 22 | 1.0 23 | MinimumOSVersion 24 | 11.0 25 | 26 | 27 | -------------------------------------------------------------------------------- /example/ios/Flutter/Debug.xcconfig: -------------------------------------------------------------------------------- 1 | #include? "Pods/Target Support Files/Pods-Runner/Pods-Runner.debug.xcconfig" 2 | #include "Generated.xcconfig" 3 | -------------------------------------------------------------------------------- /example/ios/Flutter/Release.xcconfig: -------------------------------------------------------------------------------- 1 | #include? "Pods/Target Support Files/Pods-Runner/Pods-Runner.release.xcconfig" 2 | #include "Generated.xcconfig" 3 | -------------------------------------------------------------------------------- /example/ios/Podfile: -------------------------------------------------------------------------------- 1 | # Uncomment this line to define a global platform for your project 2 | # platform :ios, '11.0' 3 | 4 | # CocoaPods analytics sends network stats synchronously affecting flutter build latency. 5 | ENV['COCOAPODS_DISABLE_STATS'] = 'true' 6 | 7 | project 'Runner', { 8 | 'Debug' => :debug, 9 | 'Profile' => :release, 10 | 'Release' => :release, 11 | } 12 | 13 | def flutter_root 14 | generated_xcode_build_settings_path = File.expand_path(File.join('..', 'Flutter', 'Generated.xcconfig'), __FILE__) 15 | unless File.exist?(generated_xcode_build_settings_path) 16 | raise "#{generated_xcode_build_settings_path} must exist. If you're running pod install manually, make sure flutter pub get is executed first" 17 | end 18 | 19 | File.foreach(generated_xcode_build_settings_path) do |line| 20 | matches = line.match(/FLUTTER_ROOT\=(.*)/) 21 | return matches[1].strip if matches 22 | end 23 | raise "FLUTTER_ROOT not found in #{generated_xcode_build_settings_path}. Try deleting Generated.xcconfig, then run flutter pub get" 24 | end 25 | 26 | require File.expand_path(File.join('packages', 'flutter_tools', 'bin', 'podhelper'), flutter_root) 27 | 28 | flutter_ios_podfile_setup 29 | 30 | target 'Runner' do 31 | use_frameworks! 32 | use_modular_headers! 33 | 34 | flutter_install_all_ios_pods File.dirname(File.realpath(__FILE__)) 35 | end 36 | 37 | post_install do |installer| 38 | installer.pods_project.targets.each do |target| 39 | flutter_additional_ios_build_settings(target) 40 | end 41 | end 42 | -------------------------------------------------------------------------------- /example/ios/Podfile.lock: -------------------------------------------------------------------------------- 1 | PODS: 2 | - camera_avfoundation (0.0.1): 3 | - Flutter 4 | - Flutter (1.0.0) 5 | - flutter_exif_rotation (0.3.0): 6 | - Flutter 7 | - flutter_ml_image_transformation (0.0.1): 8 | - Flutter 9 | - path_provider_foundation (0.0.1): 10 | - Flutter 11 | - FlutterMacOS 12 | 13 | DEPENDENCIES: 14 | - camera_avfoundation (from `.symlinks/plugins/camera_avfoundation/ios`) 15 | - Flutter (from `Flutter`) 16 | - flutter_exif_rotation (from `.symlinks/plugins/flutter_exif_rotation/ios`) 17 | - flutter_ml_image_transformation (from `.symlinks/plugins/flutter_ml_image_transformation/ios`) 18 | - path_provider_foundation (from `.symlinks/plugins/path_provider_foundation/ios`) 19 | 20 | EXTERNAL SOURCES: 21 | camera_avfoundation: 22 | :path: ".symlinks/plugins/camera_avfoundation/ios" 23 | Flutter: 24 | :path: Flutter 25 | flutter_exif_rotation: 26 | :path: ".symlinks/plugins/flutter_exif_rotation/ios" 27 | flutter_ml_image_transformation: 28 | :path: ".symlinks/plugins/flutter_ml_image_transformation/ios" 29 | path_provider_foundation: 30 | :path: ".symlinks/plugins/path_provider_foundation/ios" 31 | 32 | SPEC CHECKSUMS: 33 | camera_avfoundation: 07c77549ea54ad95d8581be86617c094a46280d9 34 | Flutter: f04841e97a9d0b0a8025694d0796dd46242b2854 35 | flutter_exif_rotation: de6b54e8bd54a687f28d6397d1a890391de41111 36 | flutter_ml_image_transformation: d60a24ea0ed3f74a9357e593f88b5dc5aba5e566 37 | path_provider_foundation: 37748e03f12783f9de2cb2c4eadfaa25fe6d4852 38 | 39 | PODFILE CHECKSUM: ef19549a9bc3046e7bb7d2fab4d021637c0c58a3 40 | 41 | COCOAPODS: 1.11.3 42 | -------------------------------------------------------------------------------- /example/ios/Runner.xcodeproj/project.pbxproj: -------------------------------------------------------------------------------- 1 | // !$*UTF8*$! 2 | { 3 | archiveVersion = 1; 4 | classes = { 5 | }; 6 | objectVersion = 51; 7 | objects = { 8 | 9 | /* Begin PBXBuildFile section */ 10 | 1498D2341E8E89220040F4C2 /* GeneratedPluginRegistrant.m in Sources */ = {isa = PBXBuildFile; fileRef = 1498D2331E8E89220040F4C2 /* GeneratedPluginRegistrant.m */; }; 11 | 3B3967161E833CAA004F5970 /* AppFrameworkInfo.plist in Resources */ = {isa = PBXBuildFile; fileRef = 3B3967151E833CAA004F5970 /* AppFrameworkInfo.plist */; }; 12 | 74858FAF1ED2DC5600515810 /* AppDelegate.swift in Sources */ = {isa = PBXBuildFile; fileRef = 74858FAE1ED2DC5600515810 /* AppDelegate.swift */; }; 13 | 97C146FC1CF9000F007C117D /* Main.storyboard in Resources */ = {isa = PBXBuildFile; fileRef = 97C146FA1CF9000F007C117D /* Main.storyboard */; }; 14 | 97C146FE1CF9000F007C117D /* Assets.xcassets in Resources */ = {isa = PBXBuildFile; fileRef = 97C146FD1CF9000F007C117D /* Assets.xcassets */; }; 15 | 97C147011CF9000F007C117D /* LaunchScreen.storyboard in Resources */ = {isa = PBXBuildFile; fileRef = 97C146FF1CF9000F007C117D /* LaunchScreen.storyboard */; }; 16 | BEA69C5407AD5EE6787555DF /* Pods_Runner.framework in Frameworks */ = {isa = PBXBuildFile; fileRef = 929ECA30464F08CBDE041DAE /* Pods_Runner.framework */; }; 17 | /* End PBXBuildFile section */ 18 | 19 | /* Begin PBXCopyFilesBuildPhase section */ 20 | 9705A1C41CF9048500538489 /* Embed Frameworks */ = { 21 | isa = PBXCopyFilesBuildPhase; 22 | buildActionMask = 2147483647; 23 | dstPath = ""; 24 | dstSubfolderSpec = 10; 25 | files = ( 26 | ); 27 | name = "Embed Frameworks"; 28 | runOnlyForDeploymentPostprocessing = 0; 29 | }; 30 | /* End PBXCopyFilesBuildPhase section */ 31 | 32 | /* Begin PBXFileReference section */ 33 | 0F0018A6F4CCAAE91BADD53E /* Pods-Runner.profile.xcconfig */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xcconfig; name = "Pods-Runner.profile.xcconfig"; path = "Target Support Files/Pods-Runner/Pods-Runner.profile.xcconfig"; sourceTree = ""; }; 34 | 1498D2321E8E86230040F4C2 /* GeneratedPluginRegistrant.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = GeneratedPluginRegistrant.h; sourceTree = ""; }; 35 | 1498D2331E8E89220040F4C2 /* GeneratedPluginRegistrant.m */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.c.objc; path = GeneratedPluginRegistrant.m; sourceTree = ""; }; 36 | 3B3967151E833CAA004F5970 /* AppFrameworkInfo.plist */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = text.plist.xml; name = AppFrameworkInfo.plist; path = Flutter/AppFrameworkInfo.plist; sourceTree = ""; }; 37 | 458DF33DAE54B9D65ABD22CC /* Pods-Runner.debug.xcconfig */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xcconfig; name = "Pods-Runner.debug.xcconfig"; path = "Target Support Files/Pods-Runner/Pods-Runner.debug.xcconfig"; sourceTree = ""; }; 38 | 74858FAD1ED2DC5600515810 /* Runner-Bridging-Header.h */ = {isa = PBXFileReference; lastKnownFileType = sourcecode.c.h; path = "Runner-Bridging-Header.h"; sourceTree = ""; }; 39 | 74858FAE1ED2DC5600515810 /* AppDelegate.swift */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = sourcecode.swift; path = AppDelegate.swift; sourceTree = ""; }; 40 | 7AFA3C8E1D35360C0083082E /* Release.xcconfig */ = {isa = PBXFileReference; lastKnownFileType = text.xcconfig; name = Release.xcconfig; path = Flutter/Release.xcconfig; sourceTree = ""; }; 41 | 929ECA30464F08CBDE041DAE /* Pods_Runner.framework */ = {isa = PBXFileReference; explicitFileType = wrapper.framework; includeInIndex = 0; path = Pods_Runner.framework; sourceTree = BUILT_PRODUCTS_DIR; }; 42 | 9740EEB21CF90195004384FC /* Debug.xcconfig */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = text.xcconfig; name = Debug.xcconfig; path = Flutter/Debug.xcconfig; sourceTree = ""; }; 43 | 9740EEB31CF90195004384FC /* Generated.xcconfig */ = {isa = PBXFileReference; fileEncoding = 4; lastKnownFileType = text.xcconfig; name = Generated.xcconfig; path = Flutter/Generated.xcconfig; sourceTree = ""; }; 44 | 97C146EE1CF9000F007C117D /* Runner.app */ = {isa = PBXFileReference; explicitFileType = wrapper.application; includeInIndex = 0; path = Runner.app; sourceTree = BUILT_PRODUCTS_DIR; }; 45 | 97C146FB1CF9000F007C117D /* Base */ = {isa = PBXFileReference; lastKnownFileType = file.storyboard; name = Base; path = Base.lproj/Main.storyboard; sourceTree = ""; }; 46 | 97C146FD1CF9000F007C117D /* Assets.xcassets */ = {isa = PBXFileReference; lastKnownFileType = folder.assetcatalog; path = Assets.xcassets; sourceTree = ""; }; 47 | 97C147001CF9000F007C117D /* Base */ = {isa = PBXFileReference; lastKnownFileType = file.storyboard; name = Base; path = Base.lproj/LaunchScreen.storyboard; sourceTree = ""; }; 48 | 97C147021CF9000F007C117D /* Info.plist */ = {isa = PBXFileReference; lastKnownFileType = text.plist.xml; path = Info.plist; sourceTree = ""; }; 49 | D75CB9814A9416D41949CA98 /* Pods-Runner.release.xcconfig */ = {isa = PBXFileReference; includeInIndex = 1; lastKnownFileType = text.xcconfig; name = "Pods-Runner.release.xcconfig"; path = "Target Support Files/Pods-Runner/Pods-Runner.release.xcconfig"; sourceTree = ""; }; 50 | /* End PBXFileReference section */ 51 | 52 | /* Begin PBXFrameworksBuildPhase section */ 53 | 97C146EB1CF9000F007C117D /* Frameworks */ = { 54 | isa = PBXFrameworksBuildPhase; 55 | buildActionMask = 2147483647; 56 | files = ( 57 | BEA69C5407AD5EE6787555DF /* Pods_Runner.framework in Frameworks */, 58 | ); 59 | runOnlyForDeploymentPostprocessing = 0; 60 | }; 61 | /* End PBXFrameworksBuildPhase section */ 62 | 63 | /* Begin PBXGroup section */ 64 | 0B5B0DBC420F92367C28C993 /* Frameworks */ = { 65 | isa = PBXGroup; 66 | children = ( 67 | 929ECA30464F08CBDE041DAE /* Pods_Runner.framework */, 68 | ); 69 | name = Frameworks; 70 | sourceTree = ""; 71 | }; 72 | 5732DDCB3031687A59ABEA39 /* Pods */ = { 73 | isa = PBXGroup; 74 | children = ( 75 | 458DF33DAE54B9D65ABD22CC /* Pods-Runner.debug.xcconfig */, 76 | D75CB9814A9416D41949CA98 /* Pods-Runner.release.xcconfig */, 77 | 0F0018A6F4CCAAE91BADD53E /* Pods-Runner.profile.xcconfig */, 78 | ); 79 | path = Pods; 80 | sourceTree = ""; 81 | }; 82 | 9740EEB11CF90186004384FC /* Flutter */ = { 83 | isa = PBXGroup; 84 | children = ( 85 | 3B3967151E833CAA004F5970 /* AppFrameworkInfo.plist */, 86 | 9740EEB21CF90195004384FC /* Debug.xcconfig */, 87 | 7AFA3C8E1D35360C0083082E /* Release.xcconfig */, 88 | 9740EEB31CF90195004384FC /* Generated.xcconfig */, 89 | ); 90 | name = Flutter; 91 | sourceTree = ""; 92 | }; 93 | 97C146E51CF9000F007C117D = { 94 | isa = PBXGroup; 95 | children = ( 96 | 9740EEB11CF90186004384FC /* Flutter */, 97 | 97C146F01CF9000F007C117D /* Runner */, 98 | 97C146EF1CF9000F007C117D /* Products */, 99 | 5732DDCB3031687A59ABEA39 /* Pods */, 100 | 0B5B0DBC420F92367C28C993 /* Frameworks */, 101 | ); 102 | sourceTree = ""; 103 | }; 104 | 97C146EF1CF9000F007C117D /* Products */ = { 105 | isa = PBXGroup; 106 | children = ( 107 | 97C146EE1CF9000F007C117D /* Runner.app */, 108 | ); 109 | name = Products; 110 | sourceTree = ""; 111 | }; 112 | 97C146F01CF9000F007C117D /* Runner */ = { 113 | isa = PBXGroup; 114 | children = ( 115 | 97C146FA1CF9000F007C117D /* Main.storyboard */, 116 | 97C146FD1CF9000F007C117D /* Assets.xcassets */, 117 | 97C146FF1CF9000F007C117D /* LaunchScreen.storyboard */, 118 | 97C147021CF9000F007C117D /* Info.plist */, 119 | 1498D2321E8E86230040F4C2 /* GeneratedPluginRegistrant.h */, 120 | 1498D2331E8E89220040F4C2 /* GeneratedPluginRegistrant.m */, 121 | 74858FAE1ED2DC5600515810 /* AppDelegate.swift */, 122 | 74858FAD1ED2DC5600515810 /* Runner-Bridging-Header.h */, 123 | ); 124 | path = Runner; 125 | sourceTree = ""; 126 | }; 127 | /* End PBXGroup section */ 128 | 129 | /* Begin PBXNativeTarget section */ 130 | 97C146ED1CF9000F007C117D /* Runner */ = { 131 | isa = PBXNativeTarget; 132 | buildConfigurationList = 97C147051CF9000F007C117D /* Build configuration list for PBXNativeTarget "Runner" */; 133 | buildPhases = ( 134 | D2E7D4E1996C47D764613700 /* [CP] Check Pods Manifest.lock */, 135 | 9740EEB61CF901F6004384FC /* Run Script */, 136 | 97C146EA1CF9000F007C117D /* Sources */, 137 | 97C146EB1CF9000F007C117D /* Frameworks */, 138 | 97C146EC1CF9000F007C117D /* Resources */, 139 | 9705A1C41CF9048500538489 /* Embed Frameworks */, 140 | 3B06AD1E1E4923F5004D2608 /* Thin Binary */, 141 | 48D71C15950028B09759CB42 /* [CP] Embed Pods Frameworks */, 142 | ); 143 | buildRules = ( 144 | ); 145 | dependencies = ( 146 | ); 147 | name = Runner; 148 | productName = Runner; 149 | productReference = 97C146EE1CF9000F007C117D /* Runner.app */; 150 | productType = "com.apple.product-type.application"; 151 | }; 152 | /* End PBXNativeTarget section */ 153 | 154 | /* Begin PBXProject section */ 155 | 97C146E61CF9000F007C117D /* Project object */ = { 156 | isa = PBXProject; 157 | attributes = { 158 | LastUpgradeCheck = 1300; 159 | ORGANIZATIONNAME = ""; 160 | TargetAttributes = { 161 | 97C146ED1CF9000F007C117D = { 162 | CreatedOnToolsVersion = 7.3.1; 163 | LastSwiftMigration = 1100; 164 | }; 165 | }; 166 | }; 167 | buildConfigurationList = 97C146E91CF9000F007C117D /* Build configuration list for PBXProject "Runner" */; 168 | compatibilityVersion = "Xcode 9.3"; 169 | developmentRegion = en; 170 | hasScannedForEncodings = 0; 171 | knownRegions = ( 172 | en, 173 | Base, 174 | ); 175 | mainGroup = 97C146E51CF9000F007C117D; 176 | productRefGroup = 97C146EF1CF9000F007C117D /* Products */; 177 | projectDirPath = ""; 178 | projectRoot = ""; 179 | targets = ( 180 | 97C146ED1CF9000F007C117D /* Runner */, 181 | ); 182 | }; 183 | /* End PBXProject section */ 184 | 185 | /* Begin PBXResourcesBuildPhase section */ 186 | 97C146EC1CF9000F007C117D /* Resources */ = { 187 | isa = PBXResourcesBuildPhase; 188 | buildActionMask = 2147483647; 189 | files = ( 190 | 97C147011CF9000F007C117D /* LaunchScreen.storyboard in Resources */, 191 | 3B3967161E833CAA004F5970 /* AppFrameworkInfo.plist in Resources */, 192 | 97C146FE1CF9000F007C117D /* Assets.xcassets in Resources */, 193 | 97C146FC1CF9000F007C117D /* Main.storyboard in Resources */, 194 | ); 195 | runOnlyForDeploymentPostprocessing = 0; 196 | }; 197 | /* End PBXResourcesBuildPhase section */ 198 | 199 | /* Begin PBXShellScriptBuildPhase section */ 200 | 3B06AD1E1E4923F5004D2608 /* Thin Binary */ = { 201 | isa = PBXShellScriptBuildPhase; 202 | buildActionMask = 2147483647; 203 | files = ( 204 | ); 205 | inputPaths = ( 206 | ); 207 | name = "Thin Binary"; 208 | outputPaths = ( 209 | ); 210 | runOnlyForDeploymentPostprocessing = 0; 211 | shellPath = /bin/sh; 212 | shellScript = "/bin/sh \"$FLUTTER_ROOT/packages/flutter_tools/bin/xcode_backend.sh\" embed_and_thin"; 213 | }; 214 | 48D71C15950028B09759CB42 /* [CP] Embed Pods Frameworks */ = { 215 | isa = PBXShellScriptBuildPhase; 216 | buildActionMask = 2147483647; 217 | files = ( 218 | ); 219 | inputFileListPaths = ( 220 | "${PODS_ROOT}/Target Support Files/Pods-Runner/Pods-Runner-frameworks-${CONFIGURATION}-input-files.xcfilelist", 221 | ); 222 | name = "[CP] Embed Pods Frameworks"; 223 | outputFileListPaths = ( 224 | "${PODS_ROOT}/Target Support Files/Pods-Runner/Pods-Runner-frameworks-${CONFIGURATION}-output-files.xcfilelist", 225 | ); 226 | runOnlyForDeploymentPostprocessing = 0; 227 | shellPath = /bin/sh; 228 | shellScript = "\"${PODS_ROOT}/Target Support Files/Pods-Runner/Pods-Runner-frameworks.sh\"\n"; 229 | showEnvVarsInLog = 0; 230 | }; 231 | 9740EEB61CF901F6004384FC /* Run Script */ = { 232 | isa = PBXShellScriptBuildPhase; 233 | buildActionMask = 2147483647; 234 | files = ( 235 | ); 236 | inputPaths = ( 237 | ); 238 | name = "Run Script"; 239 | outputPaths = ( 240 | ); 241 | runOnlyForDeploymentPostprocessing = 0; 242 | shellPath = /bin/sh; 243 | shellScript = "/bin/sh \"$FLUTTER_ROOT/packages/flutter_tools/bin/xcode_backend.sh\" build"; 244 | }; 245 | D2E7D4E1996C47D764613700 /* [CP] Check Pods Manifest.lock */ = { 246 | isa = PBXShellScriptBuildPhase; 247 | buildActionMask = 2147483647; 248 | files = ( 249 | ); 250 | inputFileListPaths = ( 251 | ); 252 | inputPaths = ( 253 | "${PODS_PODFILE_DIR_PATH}/Podfile.lock", 254 | "${PODS_ROOT}/Manifest.lock", 255 | ); 256 | name = "[CP] Check Pods Manifest.lock"; 257 | outputFileListPaths = ( 258 | ); 259 | outputPaths = ( 260 | "$(DERIVED_FILE_DIR)/Pods-Runner-checkManifestLockResult.txt", 261 | ); 262 | runOnlyForDeploymentPostprocessing = 0; 263 | shellPath = /bin/sh; 264 | shellScript = "diff \"${PODS_PODFILE_DIR_PATH}/Podfile.lock\" \"${PODS_ROOT}/Manifest.lock\" > /dev/null\nif [ $? != 0 ] ; then\n # print error to STDERR\n echo \"error: The sandbox is not in sync with the Podfile.lock. Run 'pod install' or update your CocoaPods installation.\" >&2\n exit 1\nfi\n# This output is used by Xcode 'outputs' to avoid re-running this script phase.\necho \"SUCCESS\" > \"${SCRIPT_OUTPUT_FILE_0}\"\n"; 265 | showEnvVarsInLog = 0; 266 | }; 267 | /* End PBXShellScriptBuildPhase section */ 268 | 269 | /* Begin PBXSourcesBuildPhase section */ 270 | 97C146EA1CF9000F007C117D /* Sources */ = { 271 | isa = PBXSourcesBuildPhase; 272 | buildActionMask = 2147483647; 273 | files = ( 274 | 74858FAF1ED2DC5600515810 /* AppDelegate.swift in Sources */, 275 | 1498D2341E8E89220040F4C2 /* GeneratedPluginRegistrant.m in Sources */, 276 | ); 277 | runOnlyForDeploymentPostprocessing = 0; 278 | }; 279 | /* End PBXSourcesBuildPhase section */ 280 | 281 | /* Begin PBXVariantGroup section */ 282 | 97C146FA1CF9000F007C117D /* Main.storyboard */ = { 283 | isa = PBXVariantGroup; 284 | children = ( 285 | 97C146FB1CF9000F007C117D /* Base */, 286 | ); 287 | name = Main.storyboard; 288 | sourceTree = ""; 289 | }; 290 | 97C146FF1CF9000F007C117D /* LaunchScreen.storyboard */ = { 291 | isa = PBXVariantGroup; 292 | children = ( 293 | 97C147001CF9000F007C117D /* Base */, 294 | ); 295 | name = LaunchScreen.storyboard; 296 | sourceTree = ""; 297 | }; 298 | /* End PBXVariantGroup section */ 299 | 300 | /* Begin XCBuildConfiguration section */ 301 | 249021D3217E4FDB00AE95B9 /* Profile */ = { 302 | isa = XCBuildConfiguration; 303 | buildSettings = { 304 | ALWAYS_SEARCH_USER_PATHS = NO; 305 | CLANG_ANALYZER_NONNULL = YES; 306 | CLANG_CXX_LANGUAGE_STANDARD = "gnu++0x"; 307 | CLANG_CXX_LIBRARY = "libc++"; 308 | CLANG_ENABLE_MODULES = YES; 309 | CLANG_ENABLE_OBJC_ARC = YES; 310 | CLANG_WARN_BLOCK_CAPTURE_AUTORELEASING = YES; 311 | CLANG_WARN_BOOL_CONVERSION = YES; 312 | CLANG_WARN_COMMA = YES; 313 | CLANG_WARN_CONSTANT_CONVERSION = YES; 314 | CLANG_WARN_DEPRECATED_OBJC_IMPLEMENTATIONS = YES; 315 | CLANG_WARN_DIRECT_OBJC_ISA_USAGE = YES_ERROR; 316 | CLANG_WARN_EMPTY_BODY = YES; 317 | CLANG_WARN_ENUM_CONVERSION = YES; 318 | CLANG_WARN_INFINITE_RECURSION = YES; 319 | CLANG_WARN_INT_CONVERSION = YES; 320 | CLANG_WARN_NON_LITERAL_NULL_CONVERSION = YES; 321 | CLANG_WARN_OBJC_IMPLICIT_RETAIN_SELF = YES; 322 | CLANG_WARN_OBJC_LITERAL_CONVERSION = YES; 323 | CLANG_WARN_OBJC_ROOT_CLASS = YES_ERROR; 324 | CLANG_WARN_QUOTED_INCLUDE_IN_FRAMEWORK_HEADER = YES; 325 | CLANG_WARN_RANGE_LOOP_ANALYSIS = YES; 326 | CLANG_WARN_STRICT_PROTOTYPES = YES; 327 | CLANG_WARN_SUSPICIOUS_MOVE = YES; 328 | CLANG_WARN_UNREACHABLE_CODE = YES; 329 | CLANG_WARN__DUPLICATE_METHOD_MATCH = YES; 330 | "CODE_SIGN_IDENTITY[sdk=iphoneos*]" = "iPhone Developer"; 331 | COPY_PHASE_STRIP = NO; 332 | DEBUG_INFORMATION_FORMAT = "dwarf-with-dsym"; 333 | ENABLE_NS_ASSERTIONS = NO; 334 | ENABLE_STRICT_OBJC_MSGSEND = YES; 335 | GCC_C_LANGUAGE_STANDARD = gnu99; 336 | GCC_NO_COMMON_BLOCKS = YES; 337 | GCC_WARN_64_TO_32_BIT_CONVERSION = YES; 338 | GCC_WARN_ABOUT_RETURN_TYPE = YES_ERROR; 339 | GCC_WARN_UNDECLARED_SELECTOR = YES; 340 | GCC_WARN_UNINITIALIZED_AUTOS = YES_AGGRESSIVE; 341 | GCC_WARN_UNUSED_FUNCTION = YES; 342 | GCC_WARN_UNUSED_VARIABLE = YES; 343 | IPHONEOS_DEPLOYMENT_TARGET = 11.0; 344 | MTL_ENABLE_DEBUG_INFO = NO; 345 | SDKROOT = iphoneos; 346 | SUPPORTED_PLATFORMS = iphoneos; 347 | TARGETED_DEVICE_FAMILY = "1,2"; 348 | VALIDATE_PRODUCT = YES; 349 | }; 350 | name = Profile; 351 | }; 352 | 249021D4217E4FDB00AE95B9 /* Profile */ = { 353 | isa = XCBuildConfiguration; 354 | baseConfigurationReference = 7AFA3C8E1D35360C0083082E /* Release.xcconfig */; 355 | buildSettings = { 356 | ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon; 357 | CLANG_ENABLE_MODULES = YES; 358 | CURRENT_PROJECT_VERSION = "$(FLUTTER_BUILD_NUMBER)"; 359 | DEVELOPMENT_TEAM = B4U63C2622; 360 | ENABLE_BITCODE = NO; 361 | INFOPLIST_FILE = Runner/Info.plist; 362 | LD_RUNPATH_SEARCH_PATHS = ( 363 | "$(inherited)", 364 | "@executable_path/Frameworks", 365 | ); 366 | PRODUCT_BUNDLE_IDENTIFIER = com.doryan.flutterPytorchCoremlCycleganExample; 367 | PRODUCT_NAME = "$(TARGET_NAME)"; 368 | SWIFT_OBJC_BRIDGING_HEADER = "Runner/Runner-Bridging-Header.h"; 369 | SWIFT_VERSION = 5.0; 370 | VERSIONING_SYSTEM = "apple-generic"; 371 | }; 372 | name = Profile; 373 | }; 374 | 97C147031CF9000F007C117D /* Debug */ = { 375 | isa = XCBuildConfiguration; 376 | buildSettings = { 377 | ALWAYS_SEARCH_USER_PATHS = NO; 378 | CLANG_ANALYZER_NONNULL = YES; 379 | CLANG_CXX_LANGUAGE_STANDARD = "gnu++0x"; 380 | CLANG_CXX_LIBRARY = "libc++"; 381 | CLANG_ENABLE_MODULES = YES; 382 | CLANG_ENABLE_OBJC_ARC = YES; 383 | CLANG_WARN_BLOCK_CAPTURE_AUTORELEASING = YES; 384 | CLANG_WARN_BOOL_CONVERSION = YES; 385 | CLANG_WARN_COMMA = YES; 386 | CLANG_WARN_CONSTANT_CONVERSION = YES; 387 | CLANG_WARN_DEPRECATED_OBJC_IMPLEMENTATIONS = YES; 388 | CLANG_WARN_DIRECT_OBJC_ISA_USAGE = YES_ERROR; 389 | CLANG_WARN_EMPTY_BODY = YES; 390 | CLANG_WARN_ENUM_CONVERSION = YES; 391 | CLANG_WARN_INFINITE_RECURSION = YES; 392 | CLANG_WARN_INT_CONVERSION = YES; 393 | CLANG_WARN_NON_LITERAL_NULL_CONVERSION = YES; 394 | CLANG_WARN_OBJC_IMPLICIT_RETAIN_SELF = YES; 395 | CLANG_WARN_OBJC_LITERAL_CONVERSION = YES; 396 | CLANG_WARN_OBJC_ROOT_CLASS = YES_ERROR; 397 | CLANG_WARN_QUOTED_INCLUDE_IN_FRAMEWORK_HEADER = YES; 398 | CLANG_WARN_RANGE_LOOP_ANALYSIS = YES; 399 | CLANG_WARN_STRICT_PROTOTYPES = YES; 400 | CLANG_WARN_SUSPICIOUS_MOVE = YES; 401 | CLANG_WARN_UNREACHABLE_CODE = YES; 402 | CLANG_WARN__DUPLICATE_METHOD_MATCH = YES; 403 | "CODE_SIGN_IDENTITY[sdk=iphoneos*]" = "iPhone Developer"; 404 | COPY_PHASE_STRIP = NO; 405 | DEBUG_INFORMATION_FORMAT = dwarf; 406 | ENABLE_STRICT_OBJC_MSGSEND = YES; 407 | ENABLE_TESTABILITY = YES; 408 | GCC_C_LANGUAGE_STANDARD = gnu99; 409 | GCC_DYNAMIC_NO_PIC = NO; 410 | GCC_NO_COMMON_BLOCKS = YES; 411 | GCC_OPTIMIZATION_LEVEL = 0; 412 | GCC_PREPROCESSOR_DEFINITIONS = ( 413 | "DEBUG=1", 414 | "$(inherited)", 415 | ); 416 | GCC_WARN_64_TO_32_BIT_CONVERSION = YES; 417 | GCC_WARN_ABOUT_RETURN_TYPE = YES_ERROR; 418 | GCC_WARN_UNDECLARED_SELECTOR = YES; 419 | GCC_WARN_UNINITIALIZED_AUTOS = YES_AGGRESSIVE; 420 | GCC_WARN_UNUSED_FUNCTION = YES; 421 | GCC_WARN_UNUSED_VARIABLE = YES; 422 | IPHONEOS_DEPLOYMENT_TARGET = 11.0; 423 | MTL_ENABLE_DEBUG_INFO = YES; 424 | ONLY_ACTIVE_ARCH = YES; 425 | SDKROOT = iphoneos; 426 | TARGETED_DEVICE_FAMILY = "1,2"; 427 | }; 428 | name = Debug; 429 | }; 430 | 97C147041CF9000F007C117D /* Release */ = { 431 | isa = XCBuildConfiguration; 432 | buildSettings = { 433 | ALWAYS_SEARCH_USER_PATHS = NO; 434 | CLANG_ANALYZER_NONNULL = YES; 435 | CLANG_CXX_LANGUAGE_STANDARD = "gnu++0x"; 436 | CLANG_CXX_LIBRARY = "libc++"; 437 | CLANG_ENABLE_MODULES = YES; 438 | CLANG_ENABLE_OBJC_ARC = YES; 439 | CLANG_WARN_BLOCK_CAPTURE_AUTORELEASING = YES; 440 | CLANG_WARN_BOOL_CONVERSION = YES; 441 | CLANG_WARN_COMMA = YES; 442 | CLANG_WARN_CONSTANT_CONVERSION = YES; 443 | CLANG_WARN_DEPRECATED_OBJC_IMPLEMENTATIONS = YES; 444 | CLANG_WARN_DIRECT_OBJC_ISA_USAGE = YES_ERROR; 445 | CLANG_WARN_EMPTY_BODY = YES; 446 | CLANG_WARN_ENUM_CONVERSION = YES; 447 | CLANG_WARN_INFINITE_RECURSION = YES; 448 | CLANG_WARN_INT_CONVERSION = YES; 449 | CLANG_WARN_NON_LITERAL_NULL_CONVERSION = YES; 450 | CLANG_WARN_OBJC_IMPLICIT_RETAIN_SELF = YES; 451 | CLANG_WARN_OBJC_LITERAL_CONVERSION = YES; 452 | CLANG_WARN_OBJC_ROOT_CLASS = YES_ERROR; 453 | CLANG_WARN_QUOTED_INCLUDE_IN_FRAMEWORK_HEADER = YES; 454 | CLANG_WARN_RANGE_LOOP_ANALYSIS = YES; 455 | CLANG_WARN_STRICT_PROTOTYPES = YES; 456 | CLANG_WARN_SUSPICIOUS_MOVE = YES; 457 | CLANG_WARN_UNREACHABLE_CODE = YES; 458 | CLANG_WARN__DUPLICATE_METHOD_MATCH = YES; 459 | "CODE_SIGN_IDENTITY[sdk=iphoneos*]" = "iPhone Developer"; 460 | COPY_PHASE_STRIP = NO; 461 | DEBUG_INFORMATION_FORMAT = "dwarf-with-dsym"; 462 | ENABLE_NS_ASSERTIONS = NO; 463 | ENABLE_STRICT_OBJC_MSGSEND = YES; 464 | GCC_C_LANGUAGE_STANDARD = gnu99; 465 | GCC_NO_COMMON_BLOCKS = YES; 466 | GCC_WARN_64_TO_32_BIT_CONVERSION = YES; 467 | GCC_WARN_ABOUT_RETURN_TYPE = YES_ERROR; 468 | GCC_WARN_UNDECLARED_SELECTOR = YES; 469 | GCC_WARN_UNINITIALIZED_AUTOS = YES_AGGRESSIVE; 470 | GCC_WARN_UNUSED_FUNCTION = YES; 471 | GCC_WARN_UNUSED_VARIABLE = YES; 472 | IPHONEOS_DEPLOYMENT_TARGET = 11.0; 473 | MTL_ENABLE_DEBUG_INFO = NO; 474 | SDKROOT = iphoneos; 475 | SUPPORTED_PLATFORMS = iphoneos; 476 | SWIFT_COMPILATION_MODE = wholemodule; 477 | SWIFT_OPTIMIZATION_LEVEL = "-O"; 478 | TARGETED_DEVICE_FAMILY = "1,2"; 479 | VALIDATE_PRODUCT = YES; 480 | }; 481 | name = Release; 482 | }; 483 | 97C147061CF9000F007C117D /* Debug */ = { 484 | isa = XCBuildConfiguration; 485 | baseConfigurationReference = 9740EEB21CF90195004384FC /* Debug.xcconfig */; 486 | buildSettings = { 487 | ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon; 488 | CLANG_ENABLE_MODULES = YES; 489 | CURRENT_PROJECT_VERSION = "$(FLUTTER_BUILD_NUMBER)"; 490 | DEVELOPMENT_TEAM = B4U63C2622; 491 | ENABLE_BITCODE = NO; 492 | INFOPLIST_FILE = Runner/Info.plist; 493 | LD_RUNPATH_SEARCH_PATHS = ( 494 | "$(inherited)", 495 | "@executable_path/Frameworks", 496 | ); 497 | PRODUCT_BUNDLE_IDENTIFIER = com.doryan.flutterPytorchCoremlCycleganExample; 498 | PRODUCT_NAME = "$(TARGET_NAME)"; 499 | SWIFT_OBJC_BRIDGING_HEADER = "Runner/Runner-Bridging-Header.h"; 500 | SWIFT_OPTIMIZATION_LEVEL = "-Onone"; 501 | SWIFT_VERSION = 5.0; 502 | VERSIONING_SYSTEM = "apple-generic"; 503 | }; 504 | name = Debug; 505 | }; 506 | 97C147071CF9000F007C117D /* Release */ = { 507 | isa = XCBuildConfiguration; 508 | baseConfigurationReference = 7AFA3C8E1D35360C0083082E /* Release.xcconfig */; 509 | buildSettings = { 510 | ASSETCATALOG_COMPILER_APPICON_NAME = AppIcon; 511 | CLANG_ENABLE_MODULES = YES; 512 | CURRENT_PROJECT_VERSION = "$(FLUTTER_BUILD_NUMBER)"; 513 | DEVELOPMENT_TEAM = B4U63C2622; 514 | ENABLE_BITCODE = NO; 515 | INFOPLIST_FILE = Runner/Info.plist; 516 | LD_RUNPATH_SEARCH_PATHS = ( 517 | "$(inherited)", 518 | "@executable_path/Frameworks", 519 | ); 520 | PRODUCT_BUNDLE_IDENTIFIER = com.doryan.flutterPytorchCoremlCycleganExample; 521 | PRODUCT_NAME = "$(TARGET_NAME)"; 522 | SWIFT_OBJC_BRIDGING_HEADER = "Runner/Runner-Bridging-Header.h"; 523 | SWIFT_VERSION = 5.0; 524 | VERSIONING_SYSTEM = "apple-generic"; 525 | }; 526 | name = Release; 527 | }; 528 | /* End XCBuildConfiguration section */ 529 | 530 | /* Begin XCConfigurationList section */ 531 | 97C146E91CF9000F007C117D /* Build configuration list for PBXProject "Runner" */ = { 532 | isa = XCConfigurationList; 533 | buildConfigurations = ( 534 | 97C147031CF9000F007C117D /* Debug */, 535 | 97C147041CF9000F007C117D /* Release */, 536 | 249021D3217E4FDB00AE95B9 /* Profile */, 537 | ); 538 | defaultConfigurationIsVisible = 0; 539 | defaultConfigurationName = Release; 540 | }; 541 | 97C147051CF9000F007C117D /* Build configuration list for PBXNativeTarget "Runner" */ = { 542 | isa = XCConfigurationList; 543 | buildConfigurations = ( 544 | 97C147061CF9000F007C117D /* Debug */, 545 | 97C147071CF9000F007C117D /* Release */, 546 | 249021D4217E4FDB00AE95B9 /* Profile */, 547 | ); 548 | defaultConfigurationIsVisible = 0; 549 | defaultConfigurationName = Release; 550 | }; 551 | /* End XCConfigurationList section */ 552 | }; 553 | rootObject = 97C146E61CF9000F007C117D /* Project object */; 554 | } 555 | -------------------------------------------------------------------------------- /example/ios/Runner.xcodeproj/project.xcworkspace/contents.xcworkspacedata: -------------------------------------------------------------------------------- 1 | 2 | 4 | 6 | 7 | 8 | -------------------------------------------------------------------------------- /example/ios/Runner.xcodeproj/project.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | IDEDidComputeMac32BitWarning 6 | 7 | 8 | 9 | -------------------------------------------------------------------------------- /example/ios/Runner.xcodeproj/project.xcworkspace/xcshareddata/WorkspaceSettings.xcsettings: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | PreviewsEnabled 6 | 7 | 8 | 9 | -------------------------------------------------------------------------------- /example/ios/Runner.xcodeproj/xcshareddata/xcschemes/Runner.xcscheme: -------------------------------------------------------------------------------- 1 | 2 | 5 | 8 | 9 | 15 | 21 | 22 | 23 | 24 | 25 | 30 | 31 | 37 | 38 | 39 | 40 | 41 | 42 | 52 | 54 | 60 | 61 | 62 | 63 | 69 | 71 | 77 | 78 | 79 | 80 | 82 | 83 | 86 | 87 | 88 | -------------------------------------------------------------------------------- /example/ios/Runner.xcworkspace/contents.xcworkspacedata: -------------------------------------------------------------------------------- 1 | 2 | 4 | 6 | 7 | 9 | 10 | 11 | -------------------------------------------------------------------------------- /example/ios/Runner.xcworkspace/xcshareddata/IDEWorkspaceChecks.plist: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | IDEDidComputeMac32BitWarning 6 | 7 | 8 | 9 | -------------------------------------------------------------------------------- /example/ios/Runner.xcworkspace/xcshareddata/WorkspaceSettings.xcsettings: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | PreviewsEnabled 6 | 7 | 8 | 9 | -------------------------------------------------------------------------------- /example/ios/Runner/AppDelegate.swift: -------------------------------------------------------------------------------- 1 | import UIKit 2 | import Flutter 3 | 4 | @UIApplicationMain 5 | @objc class AppDelegate: FlutterAppDelegate { 6 | override func application( 7 | _ application: UIApplication, 8 | didFinishLaunchingWithOptions launchOptions: [UIApplication.LaunchOptionsKey: Any]? 9 | ) -> Bool { 10 | GeneratedPluginRegistrant.register(with: self) 11 | return super.application(application, didFinishLaunchingWithOptions: launchOptions) 12 | } 13 | } 14 | -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "images" : [ 3 | { 4 | "size" : "20x20", 5 | "idiom" : "iphone", 6 | "filename" : "Icon-App-20x20@2x.png", 7 | "scale" : "2x" 8 | }, 9 | { 10 | "size" : "20x20", 11 | "idiom" : "iphone", 12 | "filename" : "Icon-App-20x20@3x.png", 13 | "scale" : "3x" 14 | }, 15 | { 16 | "size" : "29x29", 17 | "idiom" : "iphone", 18 | "filename" : "Icon-App-29x29@1x.png", 19 | "scale" : "1x" 20 | }, 21 | { 22 | "size" : "29x29", 23 | "idiom" : "iphone", 24 | "filename" : "Icon-App-29x29@2x.png", 25 | "scale" : "2x" 26 | }, 27 | { 28 | "size" : "29x29", 29 | "idiom" : "iphone", 30 | "filename" : "Icon-App-29x29@3x.png", 31 | "scale" : "3x" 32 | }, 33 | { 34 | "size" : "40x40", 35 | "idiom" : "iphone", 36 | "filename" : "Icon-App-40x40@2x.png", 37 | "scale" : "2x" 38 | }, 39 | { 40 | "size" : "40x40", 41 | "idiom" : "iphone", 42 | "filename" : "Icon-App-40x40@3x.png", 43 | "scale" : "3x" 44 | }, 45 | { 46 | "size" : "60x60", 47 | "idiom" : "iphone", 48 | "filename" : "Icon-App-60x60@2x.png", 49 | "scale" : "2x" 50 | }, 51 | { 52 | "size" : "60x60", 53 | "idiom" : "iphone", 54 | "filename" : "Icon-App-60x60@3x.png", 55 | "scale" : "3x" 56 | }, 57 | { 58 | "size" : "20x20", 59 | "idiom" : "ipad", 60 | "filename" : "Icon-App-20x20@1x.png", 61 | "scale" : "1x" 62 | }, 63 | { 64 | "size" : "20x20", 65 | "idiom" : "ipad", 66 | "filename" : "Icon-App-20x20@2x.png", 67 | "scale" : "2x" 68 | }, 69 | { 70 | "size" : "29x29", 71 | "idiom" : "ipad", 72 | "filename" : "Icon-App-29x29@1x.png", 73 | "scale" : "1x" 74 | }, 75 | { 76 | "size" : "29x29", 77 | "idiom" : "ipad", 78 | "filename" : "Icon-App-29x29@2x.png", 79 | "scale" : "2x" 80 | }, 81 | { 82 | "size" : "40x40", 83 | "idiom" : "ipad", 84 | "filename" : "Icon-App-40x40@1x.png", 85 | "scale" : "1x" 86 | }, 87 | { 88 | "size" : "40x40", 89 | "idiom" : "ipad", 90 | "filename" : "Icon-App-40x40@2x.png", 91 | "scale" : "2x" 92 | }, 93 | { 94 | "size" : "76x76", 95 | "idiom" : "ipad", 96 | "filename" : "Icon-App-76x76@1x.png", 97 | "scale" : "1x" 98 | }, 99 | { 100 | "size" : "76x76", 101 | "idiom" : "ipad", 102 | "filename" : "Icon-App-76x76@2x.png", 103 | "scale" : "2x" 104 | }, 105 | { 106 | "size" : "83.5x83.5", 107 | "idiom" : "ipad", 108 | "filename" : "Icon-App-83.5x83.5@2x.png", 109 | "scale" : "2x" 110 | }, 111 | { 112 | "size" : "1024x1024", 113 | "idiom" : "ios-marketing", 114 | "filename" : "Icon-App-1024x1024@1x.png", 115 | "scale" : "1x" 116 | } 117 | ], 118 | "info" : { 119 | "version" : 1, 120 | "author" : "xcode" 121 | } 122 | } 123 | -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-1024x1024@1x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-1024x1024@1x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-20x20@1x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-20x20@1x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-20x20@2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-20x20@2x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-20x20@3x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-20x20@3x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-29x29@1x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-29x29@1x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-29x29@2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-29x29@2x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-29x29@3x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-29x29@3x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-40x40@1x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-40x40@1x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-40x40@2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-40x40@2x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-40x40@3x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-40x40@3x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-60x60@2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-60x60@2x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-60x60@3x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-60x60@3x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-76x76@1x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-76x76@1x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-76x76@2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-76x76@2x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-83.5x83.5@2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/AppIcon.appiconset/Icon-App-83.5x83.5@2x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/LaunchImage.imageset/Contents.json: -------------------------------------------------------------------------------- 1 | { 2 | "images" : [ 3 | { 4 | "idiom" : "universal", 5 | "filename" : "LaunchImage.png", 6 | "scale" : "1x" 7 | }, 8 | { 9 | "idiom" : "universal", 10 | "filename" : "LaunchImage@2x.png", 11 | "scale" : "2x" 12 | }, 13 | { 14 | "idiom" : "universal", 15 | "filename" : "LaunchImage@3x.png", 16 | "scale" : "3x" 17 | } 18 | ], 19 | "info" : { 20 | "version" : 1, 21 | "author" : "xcode" 22 | } 23 | } 24 | -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/LaunchImage.imageset/LaunchImage.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/LaunchImage.imageset/LaunchImage.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/LaunchImage.imageset/LaunchImage@2x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/LaunchImage.imageset/LaunchImage@2x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/LaunchImage.imageset/LaunchImage@3x.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/example/ios/Runner/Assets.xcassets/LaunchImage.imageset/LaunchImage@3x.png -------------------------------------------------------------------------------- /example/ios/Runner/Assets.xcassets/LaunchImage.imageset/README.md: -------------------------------------------------------------------------------- 1 | # Launch Screen Assets 2 | 3 | You can customize the launch screen with your own desired assets by replacing the image files in this directory. 4 | 5 | You can also do it by opening your Flutter project's Xcode project with `open ios/Runner.xcworkspace`, selecting `Runner/Assets.xcassets` in the Project Navigator and dropping in the desired images. -------------------------------------------------------------------------------- /example/ios/Runner/Base.lproj/LaunchScreen.storyboard: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | 31 | 32 | 33 | 34 | 35 | 36 | 37 | 38 | -------------------------------------------------------------------------------- /example/ios/Runner/Base.lproj/Main.storyboard: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 | 26 | 27 | -------------------------------------------------------------------------------- /example/ios/Runner/Info.plist: -------------------------------------------------------------------------------- 1 | 2 | 3 | 4 | 5 | CFBundleDevelopmentRegion 6 | $(DEVELOPMENT_LANGUAGE) 7 | CFBundleDisplayName 8 | Flutter Pytorch Coreml Cyclegan 9 | CFBundleExecutable 10 | $(EXECUTABLE_NAME) 11 | CFBundleIdentifier 12 | $(PRODUCT_BUNDLE_IDENTIFIER) 13 | CFBundleInfoDictionaryVersion 14 | 6.0 15 | CFBundleName 16 | flutter_ml_image_transformation_example 17 | CFBundlePackageType 18 | APPL 19 | CFBundleShortVersionString 20 | $(FLUTTER_BUILD_NAME) 21 | CFBundleSignature 22 | ???? 23 | CFBundleVersion 24 | $(FLUTTER_BUILD_NUMBER) 25 | LSRequiresIPhoneOS 26 | 27 | NSCameraUsageDescription 28 | Can I use camera Please ? 29 | UILaunchStoryboardName 30 | LaunchScreen 31 | UIMainStoryboardFile 32 | Main 33 | UISupportedInterfaceOrientations 34 | 35 | UIInterfaceOrientationPortrait 36 | UIInterfaceOrientationLandscapeLeft 37 | UIInterfaceOrientationLandscapeRight 38 | 39 | UISupportedInterfaceOrientations~ipad 40 | 41 | UIInterfaceOrientationPortrait 42 | UIInterfaceOrientationPortraitUpsideDown 43 | UIInterfaceOrientationLandscapeLeft 44 | UIInterfaceOrientationLandscapeRight 45 | 46 | UIViewControllerBasedStatusBarAppearance 47 | 48 | 49 | 50 | -------------------------------------------------------------------------------- /example/ios/Runner/Runner-Bridging-Header.h: -------------------------------------------------------------------------------- 1 | #import "GeneratedPluginRegistrant.h" 2 | -------------------------------------------------------------------------------- /example/lib/main.dart: -------------------------------------------------------------------------------- 1 | import 'dart:io'; 2 | 3 | import 'package:camera/camera.dart'; 4 | import 'package:flutter/material.dart'; 5 | import 'dart:async'; 6 | 7 | import 'package:flutter_ml_image_transformation/flutter_ml_image_transformation.dart'; 8 | import 'package:flutter_ml_image_transformation_example/ui/display_image.dart'; 9 | import 'package:flutter_ml_image_transformation_example/utils/file_utils.dart'; 10 | 11 | late final CameraDescription camera; 12 | Future main() async { 13 | WidgetsFlutterBinding.ensureInitialized(); 14 | camera = (await availableCameras()).last; 15 | runApp(const SampleApp()); 16 | } 17 | 18 | class SampleApp extends StatefulWidget { 19 | const SampleApp({Key? key}) : super(key: key); 20 | 21 | @override 22 | State createState() => _SampleAppState(); 23 | } 24 | 25 | class _SampleAppState extends State { 26 | String? _modelPath; 27 | 28 | @override 29 | void initState() { 30 | super.initState(); 31 | loadMLModel(); 32 | } 33 | 34 | Future loadMLModel() async { 35 | try { 36 | final config = _Config(); 37 | final modelPath = await FileUtils.copyAssetToAppDir( 38 | config.assetModelPath, config.appDirModelPath); 39 | final result = await MLImageTransformer.setModel(modelPath: modelPath); 40 | if (result != null) throw Exception(result); 41 | setState(() { 42 | _modelPath = modelPath; 43 | }); 44 | } on Exception catch (e) { 45 | print(e); 46 | } 47 | } 48 | 49 | @override 50 | Widget build(BuildContext context) { 51 | final modelPath = _modelPath; 52 | 53 | return MaterialApp( 54 | home: Scaffold( 55 | appBar: AppBar( 56 | title: const Text('Plugin example app'), 57 | ), 58 | body: SingleChildScrollView( 59 | child: Center( 60 | child: modelPath != null 61 | ? DisplayImage(modelPath: modelPath) 62 | : const Text('model loading...')), 63 | ), 64 | ), 65 | ); 66 | } 67 | } 68 | 69 | class _Config { 70 | final String assetModelPath; 71 | final String appDirModelPath; 72 | 73 | // private constructor 74 | const _Config._(this.assetModelPath, this.appDirModelPath); 75 | 76 | factory _Config() { 77 | final _Config instance; 78 | if (Platform.isAndroid) { 79 | instance = const _Config._android(); 80 | } else if (Platform.isIOS) { 81 | instance = const _Config._ios(); 82 | } else { 83 | throw Exception("the platform not supported; supporting ios or android"); 84 | } 85 | return instance; 86 | } 87 | 88 | const _Config._android() 89 | : this._('assets/pytorch_model/GANModelFloat32.ptl', 'GANModel.ptl'); 90 | 91 | const _Config._ios() 92 | : this._( 93 | 'assets/coreml_model/GANModelFloat16.mlmodel', 'GANModel.mlmodel'); 94 | } 95 | -------------------------------------------------------------------------------- /example/lib/ui/camera/camera.dart: -------------------------------------------------------------------------------- 1 | import 'package:flutter/material.dart'; 2 | import 'package:camera/camera.dart'; 3 | import 'package:flutter_exif_rotation/flutter_exif_rotation.dart'; 4 | import 'package:flutter_ml_image_transformation_example/main.dart'; 5 | 6 | class CameraScreen extends StatefulWidget { 7 | const CameraScreen({Key? key}) : super(key: key); 8 | 9 | @override 10 | _CameraScreenState createState() => _CameraScreenState(); 11 | } 12 | 13 | class _CameraScreenState extends State { 14 | CameraController? _controller; 15 | 16 | @override 17 | void initState() { 18 | super.initState(); 19 | _init(); 20 | } 21 | 22 | Future _init() async { 23 | final controller = CameraController( 24 | camera, 25 | ResolutionPreset.medium, 26 | imageFormatGroup: ImageFormatGroup.jpeg, 27 | enableAudio: false, 28 | ); 29 | await controller.initialize(); 30 | setState(() { 31 | _controller = controller; 32 | }); 33 | } 34 | 35 | Future _takePhoto(CameraController controller) async { 36 | await controller.setFlashMode(FlashMode.off); 37 | final imageXFile = await controller.takePicture(); 38 | final rotatedFile = 39 | await FlutterExifRotation.rotateImage(path: imageXFile.path); 40 | Navigator.of(context).pop(rotatedFile.path); 41 | } 42 | 43 | @override 44 | Widget build(BuildContext context) { 45 | return Scaffold( 46 | body: _controller == null 47 | ? const Center( 48 | child: CircularProgressIndicator(), 49 | ) 50 | : Column( 51 | crossAxisAlignment: CrossAxisAlignment.center, 52 | children: [ 53 | CameraPreview(_controller!), 54 | const SizedBox(height: 16), 55 | ElevatedButton( 56 | onPressed: () => _takePhoto(_controller!), 57 | child: const Text('take photo'), 58 | ), 59 | ], 60 | ), 61 | ); 62 | } 63 | } 64 | -------------------------------------------------------------------------------- /example/lib/ui/display_image.dart: -------------------------------------------------------------------------------- 1 | import 'dart:async'; 2 | import 'dart:io'; 3 | 4 | import 'package:flutter/material.dart'; 5 | import 'package:flutter_ml_image_transformation/flutter_ml_image_transformation.dart'; 6 | import 'package:flutter_ml_image_transformation_example/ui/camera/camera.dart'; 7 | import 'package:flutter_ml_image_transformation_example/utils/file_utils.dart'; 8 | 9 | class DisplayImage extends StatefulWidget { 10 | final String modelPath; 11 | 12 | const DisplayImage({required this.modelPath, Key? key}) : super(key: key); 13 | 14 | @override 15 | _DisplayImageState createState() => _DisplayImageState(); 16 | } 17 | 18 | class _DisplayImageState extends State { 19 | Image? _imageShown; 20 | String? _imagePath; 21 | bool _isConverted = false; 22 | bool _isStarted = false; 23 | double _time = 0; 24 | 25 | Timer? _timer; 26 | 27 | @override 28 | void initState() { 29 | super.initState(); 30 | loadAssetImg(); 31 | } 32 | 33 | Future loadAssetImg() async { 34 | const assetImg = Image(image: AssetImage(_Const.assetPath)); 35 | final imagePath = 36 | await FileUtils.copyAssetToCache(_Const.assetPath, _Const.imageName); 37 | 38 | setState(() { 39 | _imageShown = assetImg; 40 | _imagePath = imagePath; 41 | _isConverted = false; 42 | _isStarted = false; 43 | _time = 0; 44 | }); 45 | } 46 | 47 | Future _openCamera() async { 48 | final path = await Navigator.of(context).push(MaterialPageRoute( 49 | builder: (_) => const CameraScreen(), 50 | )); 51 | setState(() { 52 | _imageShown = Image.file(File(path!)); 53 | _imagePath = path; 54 | }); 55 | } 56 | 57 | Future _convert() async { 58 | final imagePath = _imagePath; 59 | if (imagePath == null) return; 60 | 61 | if (!mounted) return; 62 | setState(() { 63 | _isStarted = true; 64 | }); 65 | 66 | _timer = Timer.periodic(const Duration(milliseconds: 100), (timer) { 67 | setState(() { 68 | _time = _time + 0.1; 69 | }); 70 | }); 71 | 72 | final outputPath = await FileUtils.joinPathToCache(_Const.outputName); 73 | 74 | final result = await MLImageTransformer.transformImage( 75 | imagePath: imagePath, 76 | outputPath: outputPath, 77 | ); 78 | _timer?.cancel(); 79 | print(result ?? "no error"); 80 | if (result == null) { 81 | final newImage = Image.file(File(outputPath)); 82 | 83 | if (!mounted) return; 84 | 85 | setState(() { 86 | _imageShown = newImage; 87 | _imagePath = outputPath; 88 | _isConverted = true; 89 | }); 90 | } 91 | } 92 | 93 | @override 94 | Widget build(BuildContext context) { 95 | // type promotion only works for local vars 96 | final imageShown = _imageShown; 97 | 98 | return imageShown != null 99 | ? Column( 100 | children: [ 101 | imageShown, 102 | Row( 103 | mainAxisAlignment: MainAxisAlignment.center, 104 | children: [ 105 | if (!_isConverted) ElevatedButton( 106 | onPressed: _openCamera, 107 | child: const Text('camera'), 108 | ), 109 | const SizedBox(width: 16), 110 | !_isConverted 111 | ? ElevatedButton( 112 | onPressed: !_isStarted ? _convert : null, 113 | child: const Text('convert')) 114 | : ElevatedButton( 115 | onPressed: loadAssetImg, child: const Text('reset')), 116 | const SizedBox(width: 16), 117 | Text('sec: ${_time.toStringAsFixed(1)}'), 118 | ], 119 | ), 120 | Text('image path: ${_imagePath ?? 'error path'}'), 121 | const SizedBox(height: 24), 122 | Text('model path: ${widget.modelPath}') 123 | ], 124 | ) 125 | : const Text('No Images'); 126 | } 127 | } 128 | 129 | class TimerWidget extends StatefulWidget { 130 | const TimerWidget({Key? key}) : super(key: key); 131 | 132 | @override 133 | _TimerWidgetState createState() => _TimerWidgetState(); 134 | } 135 | 136 | class _TimerWidgetState extends State { 137 | double _time = 0; 138 | late Timer _timer; 139 | 140 | @override 141 | void initState() { 142 | super.initState(); 143 | _timer = Timer.periodic(const Duration(milliseconds: 100), (timer) { 144 | setState(() { 145 | _time = _time + 0.1; 146 | }); 147 | }); 148 | } 149 | 150 | @override 151 | Widget build(BuildContext context) { 152 | return Container(); 153 | } 154 | } 155 | 156 | class _Const { 157 | static const assetPath = 'assets/target.jpg'; 158 | 159 | static const imageName = 'target.jpg'; 160 | static const outputName = 'output.jpg'; 161 | } 162 | -------------------------------------------------------------------------------- /example/lib/utils/file_utils.dart: -------------------------------------------------------------------------------- 1 | import 'dart:io'; 2 | 3 | import 'package:flutter/services.dart'; 4 | import 'package:path/path.dart'; 5 | import 'package:path_provider/path_provider.dart'; 6 | 7 | /// FileUtils methods have possibilities to throw an exception 8 | class FileUtils { 9 | 10 | static Future copyAssetToAppDir(String assetPath, String saveRelPath) async { 11 | final savePath = await joinPathToAppDir(saveRelPath); 12 | await copyAssetToPath(assetPath, savePath); 13 | return savePath; 14 | } 15 | 16 | static Future joinPathToAppDir(String relPath) async { 17 | final appDir = await getApplicationDocumentsDirectory(); 18 | return join(appDir.path, relPath); 19 | } 20 | 21 | static Future copyAssetToCache(String assetPath, String saveRelPath) async { 22 | final savePath = await joinPathToCache(saveRelPath); 23 | await copyAssetToPath(assetPath, savePath); 24 | return savePath; 25 | } 26 | 27 | static Future joinPathToCache(String relPath) async { 28 | final appDir = await getTemporaryDirectory(); 29 | return join(appDir.path, relPath); 30 | } 31 | 32 | static Future copyAssetToPath(String assetPath, String savePath) async { 33 | final data = await rootBundle.load(assetPath); 34 | final bytes = data.buffer.asUint8List(data.offsetInBytes, data.lengthInBytes); 35 | await File(savePath).writeAsBytes(bytes); 36 | } 37 | } 38 | -------------------------------------------------------------------------------- /example/pubspec.yaml: -------------------------------------------------------------------------------- 1 | name: flutter_ml_image_transformation_example 2 | description: Demonstrates how to use the flutter_ml_image_transformation plugin. 3 | version: 1.1.1 4 | # The following line prevents the package from being accidentally published to 5 | # pub.dev using `flutter pub publish`. This is preferred for private packages. 6 | publish_to: 'none' # Remove this line if you wish to publish to pub.dev 7 | 8 | environment: 9 | sdk: '>=2.18.5 <5.0.0' 10 | flutter: ">=2.5.0" 11 | 12 | # Dependencies specify other packages that your package needs in order to work. 13 | # To automatically upgrade your package dependencies to the latest versions 14 | # consider running `flutter pub upgrade --major-versions`. Alternatively, 15 | # dependencies can be manually updated by changing the version numbers below to 16 | # the latest version available on pub.dev. To see which dependencies have newer 17 | # versions available, run `flutter pub outdated`. 18 | dependencies: 19 | flutter: 20 | sdk: flutter 21 | 22 | flutter_ml_image_transformation: 23 | # When depending on this package from a real application you should use: 24 | # flutter_ml_image_transformation: ^x.y.z 25 | # See https://dart.dev/tools/pub/dependencies#version-constraints 26 | # The example app is bundled with the plugin so we use a path dependency on 27 | # the parent directory to use the current plugin's version. 28 | path: ../ 29 | 30 | # The following adds the Cupertino Icons font to your application. 31 | # Use with the CupertinoIcons class for iOS style icons. 32 | cupertino_icons: ^1.0.2 33 | 34 | path_provider: ^2.0.11 35 | path: ^1.8.2 36 | camera: ^0.9.4+14 37 | flutter_exif_rotation: ^0.5.1 38 | 39 | dev_dependencies: 40 | flutter_test: 41 | sdk: flutter 42 | 43 | # The "flutter_lints" package below contains a set of recommended lints to 44 | # encourage good coding practices. The lint set provided by the package is 45 | # activated in the `analysis_options.yaml` file located at the root of your 46 | # package. See that file for information about deactivating specific lint 47 | # rules and activating additional ones. 48 | flutter_lints: ^1.0.0 49 | 50 | # For information on the generic Dart part of this file, see the 51 | # following page: https://dart.dev/tools/pub/pubspec 52 | 53 | # The following section is specific to Flutter. 54 | flutter: 55 | 56 | # The following line ensures that the Material Icons font is 57 | # included with your application, so that you can use the icons in 58 | # the material Icons class. 59 | uses-material-design: true 60 | 61 | # To add assets to your application, add an assets section, like this: 62 | assets: 63 | - assets/target.jpg 64 | - assets/pytorch_model/ 65 | - assets/coreml_model/ 66 | 67 | # An image asset can refer to one or more resolution-specific "variants", see 68 | # https://flutter.dev/assets-and-images/#resolution-aware. 69 | 70 | # For details regarding adding assets from package dependencies, see 71 | # https://flutter.dev/assets-and-images/#from-packages 72 | 73 | # To add custom fonts to your application, add a fonts section here, 74 | # in this "flutter" section. Each entry in this list should have a 75 | # "family" key with the font family name, and a "fonts" key with a 76 | # list giving the asset and other descriptors for the font. For 77 | # example: 78 | # fonts: 79 | # - family: Schyler 80 | # fonts: 81 | # - asset: fonts/Schyler-Regular.ttf 82 | # - asset: fonts/Schyler-Italic.ttf 83 | # style: italic 84 | # - family: Trajan Pro 85 | # fonts: 86 | # - asset: fonts/TrajanPro.ttf 87 | # - asset: fonts/TrajanPro_Bold.ttf 88 | # weight: 700 89 | # 90 | # For details regarding fonts from package dependencies, 91 | # see https://flutter.dev/custom-fonts/#from-packages 92 | -------------------------------------------------------------------------------- /example/test/widget_test.dart: -------------------------------------------------------------------------------- 1 | // This is a basic Flutter widget test. 2 | // 3 | // To perform an interaction with a widget in your test, use the WidgetTester 4 | // utility that Flutter provides. For example, you can send tap and scroll 5 | // gestures. You can also use WidgetTester to find child widgets in the widget 6 | // tree, read text, and verify that the values of widget properties are correct. 7 | 8 | import 'package:flutter/material.dart'; 9 | import 'package:flutter_test/flutter_test.dart'; 10 | 11 | import 'package:flutter_ml_image_transformation_example/main.dart'; 12 | 13 | void main() { 14 | testWidgets('Verify Platform version', (WidgetTester tester) async { 15 | // Build our app and trigger a frame. 16 | await tester.pumpWidget(const SampleApp()); 17 | 18 | // Verify that platform version is retrieved. 19 | expect( 20 | find.byWidgetPredicate( 21 | (Widget widget) => widget is Text && 22 | widget.data!.startsWith('Running on:'), 23 | ), 24 | findsOneWidget, 25 | ); 26 | }); 27 | } 28 | -------------------------------------------------------------------------------- /ios/.gitignore: -------------------------------------------------------------------------------- 1 | .idea/ 2 | .vagrant/ 3 | .sconsign.dblite 4 | .svn/ 5 | 6 | .DS_Store 7 | *.swp 8 | profile 9 | 10 | DerivedData/ 11 | build/ 12 | GeneratedPluginRegistrant.h 13 | GeneratedPluginRegistrant.m 14 | 15 | .generated/ 16 | 17 | *.pbxuser 18 | *.mode1v3 19 | *.mode2v3 20 | *.perspectivev3 21 | 22 | !default.pbxuser 23 | !default.mode1v3 24 | !default.mode2v3 25 | !default.perspectivev3 26 | 27 | xcuserdata 28 | 29 | *.moved-aside 30 | 31 | *.pyc 32 | *sync/ 33 | Icon? 34 | .tags* 35 | 36 | /Flutter/Generated.xcconfig 37 | /Flutter/ephemeral/ 38 | /Flutter/flutter_export_environment.sh -------------------------------------------------------------------------------- /ios/Assets/.gitkeep: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/ryu38/flutter-ML-imageTransformation/7b4e5f4ed3a135d3dba2ee34cc7e90bd58ac0fea/ios/Assets/.gitkeep -------------------------------------------------------------------------------- /ios/Classes/ChannelMethods/CMImageTransform.swift: -------------------------------------------------------------------------------- 1 | // 2 | // CMImageTransform.swift 3 | // flutter_ml_image_transformation 4 | // 5 | // Created by no145 on 2022/01/08. 6 | // 7 | 8 | import Foundation 9 | import UIKit 10 | 11 | class CMImageTransform { 12 | 13 | static let imageUtils: ImageUtils = ImageUtilsImpl() 14 | static var mlProcessor: MLProcessor? 15 | 16 | static func setModel(modelPath: String, width: Int, height: Int) -> String? { 17 | do { 18 | if (mlProcessor == nil) { 19 | mlProcessor = try MLProcessorImpl(modelPath, width, height) 20 | } 21 | return nil 22 | } catch let error { 23 | return error.localizedDescription 24 | } 25 | } 26 | 27 | static func transformImage( 28 | imagePath: String, outputPath: String) -> String? { 29 | do { 30 | guard let mlProcessor = self.mlProcessor else { 31 | throw AppError.nilResult("a model is not set") 32 | } 33 | let src = try imageUtils.loadImage(path: imagePath) 34 | let input = src.centerCropScale( 35 | width: mlProcessor.width, height: mlProcessor.height) 36 | let output = try mlProcessor.process(image: input) 37 | try imageUtils.saveImage(image: output, path: outputPath) 38 | return nil 39 | } catch let error { 40 | return error.localizedDescription 41 | } 42 | } 43 | } 44 | -------------------------------------------------------------------------------- /ios/Classes/Extension/AppError.swift: -------------------------------------------------------------------------------- 1 | // 2 | // AppError.swift 3 | // flutter_ml_image_transformation 4 | // 5 | // Created by no145 on 2022/01/09. 6 | // 7 | 8 | import Foundation 9 | 10 | enum AppError: LocalizedError, Error { 11 | case nilResult(String) 12 | 13 | var errorDescription: String? { 14 | switch self { 15 | case .nilResult(let message): return message 16 | } 17 | } 18 | } 19 | -------------------------------------------------------------------------------- /ios/Classes/Extension/ImageExtension.swift: -------------------------------------------------------------------------------- 1 | // 2 | // ImageExtension.swift 3 | // flutter_ml_image_transformation 4 | // 5 | // Created by no145 on 2022/01/09. 6 | // 7 | 8 | import Foundation 9 | import VideoToolbox 10 | 11 | extension CIImage { 12 | 13 | func centerCropScale(width: Int, height: Int) -> CIImage { 14 | let width = CGFloat(width) 15 | let height = CGFloat(height) 16 | 17 | let srcWidth = self.extent.width 18 | let srcHeight = self.extent.height 19 | 20 | let srcAspect = srcHeight / srcWidth 21 | let cropAspect = height / width 22 | 23 | let resizedImage: CIImage 24 | if srcAspect > cropAspect { 25 | let cropHeight = srcWidth * cropAspect 26 | let croppedImage = self.cropped(to: CGRect( 27 | x: 0, y: ceil((srcHeight - cropHeight) / 2), 28 | width: srcWidth, height: cropHeight)) 29 | resizedImage = croppedImage.transformed(by: CGAffineTransform( 30 | scaleX: width / srcWidth, y: height / cropHeight)) 31 | } else { 32 | let cropWidth = srcHeight / cropAspect 33 | let croppedImage = self.cropped(to: CGRect( 34 | x: ceil((srcWidth - cropWidth) / 2), y: 0, 35 | width: cropWidth, height: srcHeight)) 36 | resizedImage = croppedImage.transformed(by: CGAffineTransform( 37 | scaleX: width / cropWidth, y: height / srcHeight)) 38 | } 39 | return resizedImage.cropped(to: CGRect( 40 | x: resizedImage.extent.minX, y: resizedImage.extent.minY, 41 | width: width, height: height)) 42 | } 43 | } 44 | 45 | extension UIImage { 46 | /** 47 | Creates a new UIImage from a CVPixelBuffer. 48 | - Note: Not all CVPixelBuffer pixel formats support conversion into a 49 | CGImage-compatible pixel format. 50 | */ 51 | public convenience init?(pixelBuffer: CVPixelBuffer) { 52 | if let cgImage = CGImage.create(pixelBuffer: pixelBuffer) { 53 | self.init(cgImage: cgImage) 54 | } else { 55 | return nil 56 | } 57 | } 58 | } 59 | 60 | extension CGImage { 61 | /** 62 | Creates a new CGImage from a CVPixelBuffer. 63 | - Note: Not all CVPixelBuffer pixel formats support conversion into a 64 | CGImage-compatible pixel format. 65 | */ 66 | public static func create(pixelBuffer: CVPixelBuffer) -> CGImage? { 67 | var cgImage: CGImage? 68 | VTCreateCGImageFromCVPixelBuffer(pixelBuffer, options: nil, imageOut: &cgImage) 69 | return cgImage 70 | } 71 | } 72 | -------------------------------------------------------------------------------- /ios/Classes/FlutterPytorchCoremlCycleganPlugin.h: -------------------------------------------------------------------------------- 1 | #import 2 | 3 | @interface FlutterPytorchCoremlCycleganPlugin : NSObject 4 | @end 5 | -------------------------------------------------------------------------------- /ios/Classes/FlutterPytorchCoremlCycleganPlugin.m: -------------------------------------------------------------------------------- 1 | #import "FlutterPytorchCoremlCycleganPlugin.h" 2 | #if __has_include() 3 | #import 4 | #else 5 | // Support project import fallback if the generated compatibility header 6 | // is not copied when this plugin is created as a library. 7 | // https://forums.swift.org/t/swift-static-libraries-dont-copy-generated-objective-c-header/19816 8 | #import "flutter_ml_image_transformation-Swift.h" 9 | #endif 10 | 11 | @implementation FlutterPytorchCoremlCycleganPlugin 12 | + (void)registerWithRegistrar:(NSObject*)registrar { 13 | [SwiftFlutterPytorchCoremlCycleganPlugin registerWithRegistrar:registrar]; 14 | } 15 | @end 16 | -------------------------------------------------------------------------------- /ios/Classes/SwiftFlutterPytorchCoremlCycleganPlugin.swift: -------------------------------------------------------------------------------- 1 | import Flutter 2 | import UIKit 3 | 4 | public class SwiftFlutterPytorchCoremlCycleganPlugin: NSObject, FlutterPlugin { 5 | public static func register(with registrar: FlutterPluginRegistrar) { 6 | let channel = FlutterMethodChannel( 7 | name: "flutter_ml_image_transformation", 8 | binaryMessenger: registrar.messenger() 9 | ) 10 | let instance = SwiftFlutterPytorchCoremlCycleganPlugin() 11 | registrar.addMethodCallDelegate(instance, channel: channel) 12 | } 13 | 14 | public func handle(_ call: FlutterMethodCall, result: @escaping FlutterResult) { 15 | switch call.method { 16 | case "setModel": 17 | let params = call.arguments as! Dictionary 18 | let modelPath = params["modelPath"] as! String 19 | let width = params["inputWidth"] as! Int 20 | let height = params["inputHeight"] as! Int 21 | result(CMImageTransform.setModel( 22 | modelPath: modelPath, width: width, height: height 23 | )) 24 | case "transformImage": 25 | let params = call.arguments as! Dictionary 26 | let imagePath = params["imagePath"] as! String 27 | let outputPath = params["outputPath"] as! String 28 | result(CMImageTransform.transformImage( 29 | imagePath: imagePath, outputPath: outputPath 30 | )) 31 | default: 32 | result(FlutterMethodNotImplemented) 33 | } 34 | } 35 | } 36 | -------------------------------------------------------------------------------- /ios/Classes/ml/MLProcessor.swift: -------------------------------------------------------------------------------- 1 | // 2 | // GANProcessor.swift 3 | // flutter_ml_image_transformation 4 | // 5 | // Created by no145 on 2022/01/08. 6 | // 7 | 8 | import Foundation 9 | import Vision 10 | 11 | protocol MLProcessor { 12 | 13 | var width: Int { get } 14 | var height: Int { get } 15 | 16 | func process(image: CIImage) throws -> UIImage 17 | } 18 | -------------------------------------------------------------------------------- /ios/Classes/ml/MLProcessorImpl.swift: -------------------------------------------------------------------------------- 1 | // 2 | // MLProcessorImpl.swift 3 | // flutter_ml_image_transformation 4 | // 5 | // Created by no145 on 2022/01/08. 6 | // 7 | 8 | import Foundation 9 | import CoreML 10 | import Vision 11 | 12 | class MLProcessorImpl: MLProcessor { 13 | 14 | let width: Int 15 | let height: Int 16 | 17 | private let _model: VNCoreMLModel 18 | private let _request: VNCoreMLRequest 19 | 20 | init(_ modelPath: String, _ width: Int, _ height: Int) throws { 21 | self.width = width 22 | self.height = height 23 | _model = try createVNModel(modelPath: modelPath) 24 | _request = VNCoreMLRequest(model: _model) 25 | _request.imageCropAndScaleOption = .centerCrop 26 | _request.usesCPUOnly = true 27 | } 28 | 29 | func process(image: CIImage) throws -> UIImage { 30 | let handler = VNImageRequestHandler(ciImage: image) 31 | try handler.perform([_request]) 32 | if let result = _request.results?[0] as? VNPixelBufferObservation, 33 | let outputImage = UIImage(pixelBuffer: result.pixelBuffer) { 34 | return outputImage 35 | } else { 36 | throw AppError.nilResult("a mlprocess result is nil") 37 | } 38 | } 39 | } 40 | 41 | func createVNModel(modelPath: String) throws -> VNCoreMLModel { 42 | let modelUrl = URL.init(fileURLWithPath: modelPath) 43 | let compiledUrl = try MLModel.compileModel(at: modelUrl) 44 | let model = try MLModel(contentsOf: compiledUrl) 45 | return try VNCoreMLModel(for: model) 46 | } 47 | -------------------------------------------------------------------------------- /ios/Classes/utils/ImageUtils.swift: -------------------------------------------------------------------------------- 1 | // 2 | // ImageUtils.swift 3 | // flutter_ml_image_transformation 4 | // 5 | // Created by no145 on 2022/01/08. 6 | // 7 | 8 | import Foundation 9 | 10 | protocol ImageUtils { 11 | 12 | func loadImage(path: String) throws -> CIImage 13 | 14 | func saveImage(image: UIImage, path: String) throws 15 | } 16 | -------------------------------------------------------------------------------- /ios/Classes/utils/ImageUtilsImpl.swift: -------------------------------------------------------------------------------- 1 | // 2 | // ImageUtilsImpl.swift 3 | // flutter_ml_image_transformation 4 | // 5 | // Created by no145 on 2022/01/08. 6 | // 7 | 8 | import Foundation 9 | 10 | class ImageUtilsImpl: ImageUtils { 11 | 12 | func loadImage(path: String) throws -> CIImage { 13 | let url = URL.init(fileURLWithPath: path) 14 | let imageData = try Data(contentsOf: url) 15 | guard let image = CIImage(data: imageData) else { 16 | throw AppError.nilResult("loadImage: UIImage") 17 | } 18 | return image 19 | } 20 | 21 | func saveImage(image: UIImage, path: String) throws { 22 | guard let jpgData = image.jpegData(compressionQuality: 1.0) else { 23 | throw AppError.nilResult("fail to convert uiimage to jpg") 24 | } 25 | let url = URL.init(fileURLWithPath: path) 26 | try jpgData.write(to: url) 27 | } 28 | } 29 | -------------------------------------------------------------------------------- /ios/flutter_ml_image_transformation.podspec: -------------------------------------------------------------------------------- 1 | # 2 | # To learn more about a Podspec see http://guides.cocoapods.org/syntax/podspec.html. 3 | # Run `pod lib lint flutter_ml_image_transformation.podspec` to validate before publishing. 4 | # 5 | Pod::Spec.new do |s| 6 | s.name = 'flutter_ml_image_transformation' 7 | s.version = '0.0.1' 8 | s.summary = 'A new flutter plugin project.' 9 | s.description = <<-DESC 10 | A new flutter plugin project. 11 | DESC 12 | s.homepage = 'http://example.com' 13 | s.license = { :file => '../LICENSE' } 14 | s.author = { 'Your Company' => 'email@example.com' } 15 | s.source = { :path => '.' } 16 | s.source_files = 'Classes/**/*' 17 | s.dependency 'Flutter' 18 | s.platform = :ios, '11.0' 19 | 20 | # Flutter.framework does not contain a i386 slice. 21 | s.pod_target_xcconfig = { 'DEFINES_MODULE' => 'YES', 'EXCLUDED_ARCHS[sdk=iphonesimulator*]' => 'i386' } 22 | s.swift_version = '5.0' 23 | end 24 | -------------------------------------------------------------------------------- /lib/flutter_ml_image_transformation.dart: -------------------------------------------------------------------------------- 1 | 2 | import 'dart:async'; 3 | 4 | import 'package:flutter/services.dart'; 5 | 6 | class MLImageTransformer { 7 | static const MethodChannel _channel = MethodChannel('flutter_ml_image_transformation'); 8 | 9 | static Future setModel({ 10 | required String modelPath, 11 | int inputWidth = 256, 12 | int inputHeight = 256, 13 | }) async { 14 | final params = { 15 | 'modelPath': modelPath, 16 | 'inputWidth': inputWidth, 17 | 'inputHeight': inputHeight 18 | }; 19 | final String? errorMessage = await _channel.invokeMethod('setModel', params); 20 | return errorMessage; 21 | } 22 | 23 | static Future transformImage({ 24 | required String imagePath, 25 | required String outputPath, 26 | }) async { 27 | final params = { 28 | 'imagePath': imagePath, 29 | 'outputPath': outputPath, 30 | }; 31 | final String? errorMessage = await _channel.invokeMethod('transformImage', params); 32 | return errorMessage; 33 | } 34 | } 35 | -------------------------------------------------------------------------------- /pubspec.yaml: -------------------------------------------------------------------------------- 1 | name: flutter_ml_image_transformation 2 | description: A new flutter plugin project. 3 | version: 0.0.1 4 | homepage: 5 | 6 | environment: 7 | sdk: '>=2.18.5 <5.0.0' 8 | flutter: ">=2.5.0" 9 | 10 | dependencies: 11 | flutter: 12 | sdk: flutter 13 | 14 | dev_dependencies: 15 | flutter_test: 16 | sdk: flutter 17 | flutter_lints: ^2.0.0 18 | 19 | # For information on the generic Dart part of this file, see the 20 | # following page: https://dart.dev/tools/pub/pubspec 21 | 22 | # The following section is specific to Flutter. 23 | flutter: 24 | # This section identifies this Flutter project as a plugin project. 25 | # The 'pluginClass' and Android 'package' identifiers should not ordinarily 26 | # be modified. They are used by the tooling to maintain consistency when 27 | # adding or updating assets for this project. 28 | plugin: 29 | platforms: 30 | android: 31 | package: com.doryan.flutter_ml_image_transformation 32 | pluginClass: FlutterPytorchCoremlCycleganPlugin 33 | ios: 34 | pluginClass: FlutterPytorchCoremlCycleganPlugin 35 | -------------------------------------------------------------------------------- /test/flutter_ml_image_transformation_test.dart: -------------------------------------------------------------------------------- 1 | import 'package:flutter/services.dart'; 2 | import 'package:flutter_test/flutter_test.dart'; 3 | import 'package:flutter_ml_image_transformation/flutter_ml_image_transformation.dart'; 4 | 5 | void main() { 6 | const MethodChannel channel = MethodChannel('flutter_ml_image_transformation'); 7 | 8 | TestWidgetsFlutterBinding.ensureInitialized(); 9 | 10 | setUp(() { 11 | channel.setMockMethodCallHandler((MethodCall methodCall) async { 12 | return '42'; 13 | }); 14 | }); 15 | 16 | tearDown(() { 17 | channel.setMockMethodCallHandler(null); 18 | }); 19 | 20 | test('getPlatformVersion', () async { 21 | expect('42', '42'); 22 | }); 23 | } 24 | --------------------------------------------------------------------------------