Cannot convert between a TensorFlowLite buffer with xxx bytes and a Java Buffer with xxx bytes.

[amebrahimi]

Hello, I have this problem when I'm trying to use the sample code on my image. Here is the code I have.

Future<bool> _imageIsApproved(File croppedImage) async {
  FirebaseModelInterpreter interpreter = FirebaseModelInterpreter.instance;
  FirebaseModelManager manager = FirebaseModelManager.instance;
  manager.registerLocalModelSource(
    FirebaseLocalModelSource(
        modelName: 'model', assetFilePath: 'assets/model.tflite'),
  );

  Uint8List imageBytes = await _readFileByte(croppedImage.path);
  img.Image image = img.decodeJpg(imageBytes);
  image = img.copyResize(image, width: 224, height: 224);

//The app will download the remote model. While the remote model is being downloaded, it will use the local model.
  var results = await interpreter.run(
    localModelName: "model",
    inputOutputOptions: FirebaseModelInputOutputOptions([
      FirebaseModelIOOption(FirebaseModelDataType.FLOAT32, [1, 224, 224, 3])
    ], [
      FirebaseModelIOOption(FirebaseModelDataType.FLOAT32, [1, 1001])
    ]),
    inputBytes: imageToByteList(image),
  );

  return false;
}

//float model
Uint8List imageToByteList(img.Image image) {
  var _inputSize = 224;
  var convertedBytes = Float32List(4 * _inputSize * _inputSize * 3);
  var buffer = Float32List.view(convertedBytes.buffer);
  int pixelIndex = 0;
  for (var i = 0; i < _inputSize; i++) {
    for (var j = 0; j < _inputSize; j++) {
      var pixel = image.getPixel(i, j);
      buffer[pixelIndex] = ((pixel >> 16) & 0xFF) / 255;
      pixelIndex += 1;
      buffer[pixelIndex] = ((pixel >> 8) & 0xFF) / 255;
      pixelIndex += 1;
      buffer[pixelIndex] = ((pixel) & 0xFF) / 255;
      pixelIndex += 1;
    }
  }
  return convertedBytes.buffer.asUint8List();
}

Future<Uint8List> _readFileByte(String filePath) async {
  try {
    Uri myUri = Uri.parse(filePath);
    File imageFile = new File.fromUri(myUri);
    final fileAsByte = await imageFile.readAsBytes();
    return Uint8List.fromList(fileAsByte);
  } catch (e) {
    print('Exception Error while reading audio from path:' + e.toString());
    return null;
  }
}

When intercepter.run() is trying to execute I get this error.

W/System.err(10717): Caused by: java.lang.IllegalArgumentException: Cannot convert between a TensorFlowLite buffer with 150528 bytes and a Java Buffer with 602112 bytes.
W/System.err(10717): 	at org.tensorflow.lite.Tensor.throwIfShapeIsIncompatible(Tensor.java:402)
W/System.err(10717): 	at org.tensorflow.lite.Tensor.throwIfDataIsIncompatible(Tensor.java:369)
W/System.err(10717): 	at org.tensorflow.lite.Tensor.setTo(Tensor.java:187)
W/System.err(10717): 	at org.tensorflow.lite.NativeInterpreterWrapper.run(NativeInterpreterWrapper.java:150)
W/System.err(10717): 	at org.tensorflow.lite.Interpreter.runForMultipleInputsOutputs(Interpreter.java:314)
W/System.err(10717): 	at com.google.android.gms.internal.firebase_ml.zzpz.runForMultipleInputsOutputs(Unknown Source:4)
W/System.err(10717): 	at com.google.android.gms.internal.firebase_ml.zzpr.zza(Unknown Source:85)
W/System.err(10717): 	at com.google.android.gms.internal.firebase_ml.zzpr.zza(Unknown Source:125)
W/System.err(10717): 	at com.google.android.gms.internal.firebase_ml.zznt.call(Unknown Source:4)
W/System.err(10717): 	at com.google.android.gms.internal.firebase_ml.zznn.zza(Unknown Source:30)
W/System.err(10717): 	... 6 more

Am I doing something wrong. I researched about this issue in flutter but didn't get any answers.

[amebrahimi]

any updates by any chance on this issue?