Update app.py

Cleaned the text

app.py

@@ -9,21 +9,21 @@ head = (
         "<center>"
             "<img src='/file=Gradcam.png' width=200>"
             "<h2>"
-                "This Space demonstrates a model based on efficientnet base model. The Model was trained to classify chest xray image. To test it, "
+                "This Space demonstrates a model based on efficientnetB7 base model. The Model was trained to classify chest xray image. To test it, "
             "</h2>"
             "<h3>"
-                "Use the Example Images Provided or Upload your own xray images the space provided." 
+                "Use the Example Images provided below the up or Upload your own xray images with the App." 
             "</h3>"
             "<h3>"
                 "!!!PLEASE NOTE MODEL WAS TRAINED and VALIDATED USING PNG FILES!!!" 
             "</h3>"
     "</center>"
             "<p>"
-              "The model is trained using [anasmohammedtahir/covidqu(https://www.kaggle.com/datasets/anasmohammedtahir/covidqu) dataset"
+              "The model is trained using [COVID-QU-Ex dataset](https://www.kaggle.com/datasets/anasmohammedtahir/covidqu)"
             "</p>"
     
             "<p>"
-                "The researchers of Qatar University have compiled the COVID-QU-Ex dataset, which consists of 33,920 chest X-ray (CXR) images including:"
+                "The researchers of Qatar University compiled COVID-QU-Ex dataset, which consists of 33,920 chest X-ray (CXR) images including:"
             "</p>"
             "<ul>"
               "<li>" 
@@ -37,7 +37,7 @@ head = (
               "</li>"     
             "</ul>"
             "<p>"
-                "Ground-truth lung segmentation masks are provided for the entire dataset. This is the largest ever created lung mask dataset."
+                "Ground-truth lung segmentation masks were provided for the entire dataset. This is the largest ever created lung mask dataset, that I am aware of publicly available today(25/10/2023)."
             "</p>"
     "</body>"
 )