Removed flagged images and fixed typos.

app.ipynb

@@ -185,7 +185,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 32,
    "outputs": [],
    "source": [
     "#|export\n",
@@ -199,9 +199,9 @@
     "description = \"An image classifier that can tell whether an image is flooded \" \\\n",
     "              \"or not. Works well with images that have a top-down/aeiral \" \\\n",
     "              \"view of the land below.\" \\\n",
-    "              \"This model was trained on the ResNet18 architecture and the \" \\\n",
+    "              \" This model was trained on the ResNet18 architecture and the \" \\\n",
     "              \"fastai library.\" \\\n",
-    "              \"Check out the associated blog post with the link below!\"\n",
+    "              \" Check out the associated blog post with the link below!\"\n",
     "article = \"<p style='text-align: center; font-size: 36px'><a \" \\\n",
     "          \"href='https://forbo7.github\" \\\n",
     "          \".io/ForBlog/fastai/image%20classification/2022/09/12/Detecting\" \\\n",
@@ -297,7 +297,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 33,
    "outputs": [],
    "source": [
     "nb_export('app.ipynb', '.')"

app.py

@@ -28,9 +28,9 @@ title = 'Flood Classifier'
 description = "An image classifier that can tell whether an image is flooded " \
               "or not. Works well with images that have a top-down/aeiral " \
               "view of the land below." \
-              "This model was trained on the ResNet18 architecture and the " \
+              " This model was trained on the ResNet18 architecture and the " \
               "fastai library." \
-              "Check out the associated blog post with the link below!"
+              " Check out the associated blog post with the link below!"
 article = "<p style='text-align: center; font-size: 36px'><a " \
           "href='https://forbo7.github" \
           ".io/ForBlog/fastai/image%20classification/2022/09/12/Detecting" \

flagged/log.csv

@@ -1,4 +0,0 @@
-image,output,flag,username,timestamp
-/Users/salmannaqvi/DataspellProjects/FloodDetector/flagged/image/tmpvd6_25r3.jpg,/Users/salmannaqvi/DataspellProjects/FloodDetector/flagged/output/tmp12mf7l3w.json,,,2022-09-17 19:10:43.606594
-,,,,2022-09-17 19:19:07.108909
-/Users/salmannaqvi/DataspellProjects/FloodDetector/flagged/image/tmp6dcva8py.jpg,,,,2022-09-17 19:19:09.166293

flagged/output/tmp12mf7l3w.json

@@ -1 +0,0 @@
-{"label": "Flooded", "confidences": [{"label": "Flooded", "confidence": 0.531377911567688}, {"label": "Not Flooded", "confidence": 0.4686220586299896}]}