From 49d73aa003bb7f52ebe331c79e038c6c705cbb83 Mon Sep 17 00:00:00 2001
From: Koan-Sin Tan <koansin.tan@gmail.com>
Date: Thu, 1 Feb 2024 13:50:42 +0800
Subject: [PATCH] clean up

---
 flutter/assets/tasks.pbtxt                        | 10 +++++-----
 flutter/cpp/datasets/imagenet.cc                  |  8 --------
 flutter/integration_test/expected_throughput.dart |  2 +-
 3 files changed, 6 insertions(+), 14 deletions(-)

diff --git a/flutter/assets/tasks.pbtxt b/flutter/assets/tasks.pbtxt
index 88a6f7522..7795e39fd 100644
--- a/flutter/assets/tasks.pbtxt
+++ b/flutter/assets/tasks.pbtxt
@@ -247,8 +247,8 @@ task {
     id: "MobileNetEdgeTPUv2-L"
     name: "MobileNetEdgeTPUv2-L"
     offset: 0
-    image_width: 224
-    image_height: 224
+    image_width: 384
+    image_height: 384
     num_classes: 1000
   }
 }
@@ -283,9 +283,9 @@ task {
   model {
     id: "MobileNetEdgeTPUv2-L"
     name: "MobileNetEdgeTPUv2-L"
-    offset: 1
-    image_width: 224
-    image_height: 224
+    offset: 0
+    image_width: 384
+    image_height: 384
     num_classes: 1000
   }
 }
diff --git a/flutter/cpp/datasets/imagenet.cc b/flutter/cpp/datasets/imagenet.cc
index 06303141c..90a729ab0 100644
--- a/flutter/cpp/datasets/imagenet.cc
+++ b/flutter/cpp/datasets/imagenet.cc
@@ -62,18 +62,10 @@ Imagenet::Imagenet(Backend *backend, const std::string &image_dir,
   // Prepares the preprocessing stage.
   tflite::evaluation::ImagePreprocessingConfigBuilder builder(
       "image_preprocessing", DataType2TfType(input_format_.at(0).type));
-#if 0
   builder.AddResizingStep(image_width / kCroppingFraction,
                           image_height / kCroppingFraction, true);
   builder.AddCroppingStep(image_width, image_height, false);
-#endif
-#if 1
-  builder.AddCroppingStep(kCroppingFraction, true);
-  builder.AddResizingStep(image_width, image_height, false);
-#endif
-
   builder.AddDefaultNormalizationStep();
-
   preprocessing_stage_.reset(
       new tflite::evaluation::ImagePreprocessingStage(builder.build()));
   if (preprocessing_stage_->Init() != kTfLiteOk) {
diff --git a/flutter/integration_test/expected_throughput.dart b/flutter/integration_test/expected_throughput.dart
index d621914c0..85e1d6ee8 100644
--- a/flutter/integration_test/expected_throughput.dart
+++ b/flutter/integration_test/expected_throughput.dart
@@ -178,7 +178,7 @@ const Map<String, Map<String, Interval>> _imageClassificationOffline = {
   _kPixelBackend: {
     _kPixel6: Interval(min: 1000, max: 1700),
   },
-    _kQtiBackend: {
+  _kQtiBackend: {
     _kS22Ultra: Interval(min: 2600, max: 3000),
   },
   _kMediatekBackend: {