I am trying to create an android application utilizing the MoveNet model from TFlite. The application is built but the following message occurs. The widgets are loading fine and the app is running on my android phone
Here are my dependencies:
dependencies:
flutter:
sdk: flutter
tflite: ^1.1.2
camera: ^0.9.4+5
The concerned code is the following:
import 'package:camera/camera.dart';
import 'package:flutter/material.dart';
import 'package:tflite/tflite.dart';
import 'main.dart';
class Home extends StatefulWidget {
Home({Key? key}) : super(key: key);
@override
_HomeState createState() => _HomeState();
}
class _HomeState extends State<Home> {
CameraImage? cameraImage;
CameraController? cameraController;
@override
void initState() {
super.initState();
loadCamera();
loadModel();
}
loadCamera() {
cameraController = CameraController(cameras![1], ResolutionPreset.medium);
cameraController!.initialize().then((value) {
if (!mounted) {
return;
} else {
setState(() {
cameraController!.startImageStream((imageStream) {
cameraImage = imageStream;
runModel();
});
});
}
});
}
runModel() async {
if (cameraImage != null) {
var predictions = await Tflite.runModelOnFrame(
bytesList: cameraImage!.planes.map((plane) {
return plane.bytes;
}).toList(),
imageHeight: cameraImage!.height,
imageWidth: cameraImage!.width,
imageMean: 127.5,
imageStd: 127.5,
rotation: 90,
numResults: 2,
threshold: 0.1,
asynch: true);
// predictions!.forEach((element) {
// print(element);
// });q
}
}
loadModel() async {
await Tflite.loadModel(model: "assets/model.tflite");
}