investigating why the input to the model is incorrect resulting in error on initialization.

lib/ui/poke_view.dart

@@ -2,6 +2,9 @@ import 'dart:isolate';
 
 import 'package:camera/camera.dart';
 import 'package:flutter/material.dart';
+import 'package:tensordex_mobile/tflite/classifier.dart';
+import 'package:tflite_flutter/tflite_flutter.dart';
+import 'package:tensordex_mobile/utils/image_utils.dart';
 
 import '../utils/logger.dart';
 import '../utils/recognition.dart';
@@ -30,10 +33,13 @@ class _CameraViewState extends State<CameraView> with WidgetsBindingObserver {
 
   /// Controller
   late CameraController cameraController;
+  Interpreter? interp;
 
   /// true when inference is ongoing
   bool predicting = false;
 
+  late Classifier classy;
+
   // /// Instance of [Classifier]
   // Classifier classifier;
   //
@@ -56,9 +62,28 @@ class _CameraViewState extends State<CameraView> with WidgetsBindingObserver {
     // Camera initialization
     initializeCamera();
 
+    // final gpuDelegateV2 = GpuDelegateV2(
+    //     options: GpuDelegateOptionsV2(
+    //       isPrecisionLossAllowed: false,
+    //       inferencePreference: TfLiteGpuInferenceUsage.fastSingleAnswer,
+    //       inferencePriority1: TfLiteGpuInferencePriority.minLatency,
+    //       inferencePriority2: TfLiteGpuInferencePriority.auto,
+    //       inferencePriority3: TfLiteGpuInferencePriority.auto,
+    //     ));
+
+
+    logger.e("CREATING THE INTERPRETOR");
+    var interpreterOptions = InterpreterOptions();//..addDelegate(gpuDelegateV2);
+    interp = await Interpreter.fromAsset('efficientnet_v2s.tflite',
+        options: interpreterOptions);
+    logger.e("CREATING THE INTERPRETOR");
+
+    classy = Classifier(interpreter: interp);
+    logger.i(interp?.getOutputTensors());
     // Create an instance of classifier to load model and labels
     // classifier = Classifier();
 
+
     // Initially predicting = false
     predicting = false;
   }
@@ -94,7 +119,7 @@ class _CameraViewState extends State<CameraView> with WidgetsBindingObserver {
   @override
   Widget build(BuildContext context) {
     // Return empty container while the camera is not initialized
-    if (!cameraController.value.isInitialized || cameraController == null) {
+    if (!cameraController.value.isInitialized) {
       return Container();
     }
 
@@ -114,6 +139,16 @@ class _CameraViewState extends State<CameraView> with WidgetsBindingObserver {
       predicting = true;
     });
     logger.i("RECIEVED IMAGE");
+    logger.i(cameraImage.format.group);
+    logger.i(cameraImage);
+    var converted = ImageUtils.convertCameraImage(cameraImage);
+    if (converted != null){
+
+      var result = classy.predict(converted);
+
+      logger.e("PREDICTED IMAGE");
+      logger.i(result);
+    }
     // logger.i(cameraImage);
     // logger.i(cameraImage.height);
     // logger.i(cameraImage.width);

lib/ui/results_view.dart

@@ -0,0 +1,33 @@
+import 'package:flutter/material.dart';
+import 'package:tensordex_mobile/ui/poke_view.dart';
+import 'package:tensordex_mobile/utils/recognition.dart';
+
+import '../utils/logger.dart';
+
+/// [CameraView] sends each frame for inference
+class ResultsView extends StatefulWidget {
+
+  /// Constructor
+  const ResultsView({Key? key}) : super(key: key);
+
+
+  void setResults(Recognition results){
+    logger.i("RESULTS IN THE RESULT VIEW");
+  }
+
+  @override
+  State<ResultsView> createState() => _ResultsViewState();
+}
+
+class _ResultsViewState extends State<ResultsView> {
+
+  @override
+  void initState() {
+    super.initState();
+  }
+
+  @override
+  Widget build(BuildContext context) {
+    return Text("data");
+  }
+}

lib/ui/tensordex_home.dart

@@ -1,6 +1,6 @@
 import 'package:flutter/material.dart';
-import 'package:camera/camera.dart';
 import 'package:tensordex_mobile/ui/poke_view.dart';
+import 'package:tensordex_mobile/ui/results_view.dart';
 
 import '../utils/logger.dart';
 import '../utils/recognition.dart';
@@ -25,7 +25,6 @@ class TensordexHome extends StatefulWidget {
 }
 
 class _TensordexHomeState extends State<TensordexHome> {
-  int _counter = 0;
 
   /// Results to draw bounding boxes
   List<Recognition>? results;
@@ -38,7 +37,6 @@ class _TensordexHomeState extends State<TensordexHome> {
 
   void _incrementCounter() {
     setState(() {
-      _counter++;
       logger.d("Counter Incremented!");
       logger.w("Counter Incremented!");
       logger.e("Counter Incremented!");
@@ -129,8 +127,6 @@ class _TensordexHomeState extends State<TensordexHome> {
 
   @override
   void dispose() {
-    // controller.dispose();
-    // WidgetsBinding.instance.removeObserver(this);
     super.dispose();
   }
 
@@ -158,17 +154,10 @@ class _TensordexHomeState extends State<TensordexHome> {
           child: Column(
             mainAxisAlignment: MainAxisAlignment.center,
             children: <Widget>[
-              const Text(
-                'You have pushed the button this many times:',
-              ),
-              Text(
-                '$_counter',
-                style: Theme.of(context).textTheme.headline4,
-              ),
               CameraView(
                   resultsCallback: resultsCallback,
-                  statsCallback: statsCallback
-              ),
+                  statsCallback: statsCallback),
+              const ResultsView(),
             ],
           ),
         ),