Update app.py

app.py

@@ -15,7 +15,7 @@ def predict(img):
 title = "Cornea Ulcer Image Classifier"
 description = "Version 1.0.  Copyright Colleen Mahr 2025"
 article_text = "This machine learning image classifier was trained on publicly available external eye photos "
-article_text = article_text +  "beginning with the ResNet152 convolutonal neural network (https://arxiv.org/abs/1512.03385) pre-trained foundation."
+article_text = article_text +  "beginning with the ResNet152 convolutional neural network (https://arxiv.org/abs/1512.03385) pre-trained foundation."
 article_text = article_text + "It is not medical advice.  If you have medical concerns, seek professional medical help immediately.  "
 article_text = article_text + "You can upload an external eye photo and it will return an AI prediction of the probability of "
 article_text = article_text + "a corneal ulcer being present.  This AI cornea ulcer classifier has 97% accuracy on both training and previously unseen test images."