Update app.py

app.py

@@ -3,6 +3,11 @@ from PIL import Image
 
 st.title('Text-Image matching and Animal Classification via CLIP')
 
-st.markdown("## The Gist")
+st.markdown("## Overview")
 
-st.markdown("In this project, we use CLIP to achieve two tasks: text-image matching and animal classification.")
+st.markdown("Problem: In this project, we use CLIP to achieve two tasks: text-image matching and animal classification.")
+
+st.markdown("When we were children, we all encountered some connecting questions, like in Figure 1, we need to match pictures and words together. In the text-image matching task, we will give some possible options and let our model identify which is the most likely option.")
+
+figure1 = Image.open('images/img1.jpg')
+st.image(figure1, caption='The text-image matching example. (1)')