Update app.py

app.py

@@ -54,10 +54,15 @@ interface = gr.Interface(
     outputs=gr.Image(type="pil", label="Annotated Image"),
     cache_examples=True,
     title="Budgerigar Gender Determination",
-    description="Pretrained Object detection models for determining budgerigar gender based on cere color variations. Upload image(s) for inference",
+    description=(
+        "Pretrained object detection models for determining budgerigar gender based on cere color variations. "
+        'Upload image(s) for inference. For more details, refer to the paper: '
+        '<a href="https://ieeexplore.ieee.org/document/10773570" target="_blank">'
+        '"Advanced Computer Vision Techniques for Reliable Gender Determination in Budgerigars (Melopsittacus Undulatus)"</a>'
+    ),
     examples=[
         ["Male.png", "budgerigar_yolov9e.pt", 0.25, 0.45, 300],
         ["Female.png", "budgerigar_yolo11x.pt", 0.25, 0.45, 300],
     ],
 )
-interface.launch()
+interface.launch()