updating links to include model card

app.py

@@ -2,6 +2,8 @@ import gradio as gr
 from fastai.vision.all import *
 import skimage
 
+# Define the functions to get the x and y values from the input dictionary - in this case, the x value is the image and the y value is the diagnosis
+# needed to load the model since we defined them during training
 def get_x(r): return ""
         
 def get_y(r): return r['diagnosis']
@@ -37,8 +39,12 @@ description = """Detects severity of diabetic retinopathy from a given retina im
 
     4 - Proliferative DR
 """
-article="<p style='text-align: center'><a href='https://www.kaggle.com/code/josemauriciodelgado/proliferative-retinopathy' target='_blank'>Notebook</a></p>"
-
+article = """
+<p style='text-align: center'>
+    <a href='https://www.kaggle.com/code/josemauriciodelgado/proliferative-retinopathy' target='_blank'>Kaggle Training Notebook</a> | 
+    <a href='https://huggingface.co/jdelgado2002/diabetic_retinopathy_detection' target='_blank'>Model Card</a>
+</p>
+"""
 # Get a list of all image paths in the test folder
 test_folder = "test"  # replace with the actual path to your test folder
 image_paths = [os.path.join(test_folder, img) for img in os.listdir(test_folder) if img.endswith(('.png', '.jpg', '.jpeg'))]