alihassan143/apple_vision

apple_vision

Apple Vision is a Flutter plugin that enables Flutter apps to use Apple Vision.

PLEASE READ THIS before continuing or posting a new issue:

• Apple Vision was built only for osx and ios apps.

• This plugin is not sponsor or maintained by Apple. The authors are developers who wanted to make a similar plugin to Google's ml kit for macos.

Features

Vision APIs

Feature	Plugin	Source Code	MacOS	iOS
Face Mesh	apple_vision_face		✅	✅
Face Detection	apple_vision_face_detection		✅	✅
Pose Detection	apple_vision_pose		✅	✅
Hand Detection	apple_vision_hand		✅	✅
Object Classification	apple_vision_object		✅	✅
Object Tracking	apple_vision_object_tracking		✅	✅
Selfie Segmentation	apple_vision_selfie		✅	❌
Text Recognition	apple_vision_text_recognition		✅	✅
Image Classification	apple_vision_image_classification		✅	✅
Barcode Scanner	apple_vision_scanner		✅	✅
Animal Pose	apple_vision_animal_pose		✅	✅
Pose 3D	apple_vision_pose_3d		✅	✅

Requirements

MacOS

• Minimum os Deployment Target: 14.0
• Xcode 15 or newer
• Swift 5
• ML Kit only supports 64-bit architectures (x86_64 and arm64).

iOS

• Minimum os Deployment Target: 17.0
• Xcode 15 or newer
• Swift 5
• ML Kit only supports 64-bit architectures (x86_64 and arm64).

Getting Started

PLEASE READ THIS before continuing or posting a new issue:

• Apple Vision was built only for osx apps with the intention on making it available for iOS in future releases.

• This plugin is not sponsor or maintained by Apple. The authors are developers who wanted to make a similar plugin to Google's ml kit for macos.

• Apple Vision API in only developed natively for osx. This plugin uses Flutter Platform Channels as explained here.

  Because this plugin uses platform channels, no Machine Learning processing is done in Flutter/Dart, all the calls are passed to the native platform using FlutterMethodChannel, and executed using the Apple Vision API.

• Since the plugin uses platform channels, you may encounter issues with the native API. Before submitting a new issue, identify the source of the issue. This plugin is only for osx. The authors do not have access to the source code of their native APIs, so you need to report the issue to them. If you have an issue using this plugin, then look at our closed and open issues. If you cannot find anything that can help you then report the issue and provide enough details. Be patient, someone from the community will eventually help you.

Example

You need to first import 'package:apple_vision/apple_vision.dart';

  final GlobalKey cameraKey = GlobalKey(debugLabel: "cameraKey");
  AppleVisionFaceController visionController = AppleVisionFaceController();
  InsertCamera camera = InsertCamera();
  String? deviceId;
  bool loading = true;
  Size imageSize = const Size(640,640*9/16);

  List<FaceData>? faceData;
  late double deviceWidth;
  late double deviceHeight;

  @override
  void initState() {
    camera.setupCameras().then((value){
      setState(() {
        loading = false;
      });
      camera.startLiveFeed((InputImage i){
        if(i.metadata?.size != null){
          imageSize = i.metadata!.size;
        }
        if(mounted) {
          Uint8List? image = i.bytes;
          visionController.processImage(image!, i.metadata!.size).then((data){
            faceData = data;
            setState(() {
              
            });
          });
        }
      });
    });
    super.initState();
  }
  @override
  void dispose() {
    camera.dispose();
    super.dispose();
  }

  @override
  Widget build(BuildContext context) {
    deviceWidth = MediaQuery.of(context).size.width;
    deviceHeight = MediaQuery.of(context).size.height;
    return Stack(
      children:<Widget>[
        SizedBox(
          width: imageSize.width, 
          height: imageSize.height, 
          child: loading?Container():CameraSetup(camera: camera,size: imageSize,)
      ),
      ]+showPoints()
    );
  }

  List<Widget> showPoints(){
    if(faceData == null || faceData!.isEmpty) return[];
    List<Widget> widgets = [];
    Map<LandMark,Color> colors = {
      LandMark.faceContour: Colors.amber,
      LandMark.outerLips: Colors.red,
      LandMark.innerLips: Colors.pink,
      LandMark.leftEye: Colors.green,
      LandMark.rightEye: Colors.green,
      LandMark.leftPupil: Colors.purple,
      LandMark.rightPupil: Colors.purple,
      LandMark.leftEyebrow: Colors.lime,
      LandMark.rightEyebrow: Colors.lime,
    };

    for(int k = 0; k < faceData!.length;k++){
      if(faceData![k].marks.isNotEmpty){
        for(int i = 0; i < faceData![k].marks.length; i++){
          List<FacePoint> points = faceData![k].marks[i].location;
          for(int j = 0; j < points.length;j++){
            widgets.add(
              Positioned(
                left: points[j].x,
                top: points[j].y,
                child: Container(
                  width: 10,
                  height: 10,
                  decoration: BoxDecoration(
                    color: colors[faceData![k].marks[i].landmark],
                    borderRadius: BorderRadius.circular(5)
                  ),
                )
              )
            );
          }
        }
      }
    }
    return widgets;
  }

  Widget loadingWidget(){
    return Container(
      width: deviceWidth,
      height: deviceHeight,
      color: Theme.of(context).canvasColor,
      alignment: Alignment.center,
      child: const CircularProgressIndicator(color: Colors.blue)
    );
  }

Example

Find the example for this API here.

Contributing

Contributions are welcome. In case of any problems look at existing issues, if you cannot find anything related to your problem then open an issue. Create an issue before opening a pull request for non trivial fixes. In case of trivial fixes open a pull request directly.