Update app.py

app.py

@@ -69,36 +69,3 @@ if uploaded_file is not None:
     st.write(prediction)
     st.pyplot(plot)
 
-# Sample images
-st.markdown("### Sample Images")
-if st.button('Normal Sample'):
-    image = Image.open('normal_Sample.jpg')
-    st.image(image, caption='Normal Sample Image', use_column_width=True)
-    st.write("Classifying...")
-    prediction, plot = predict_gastrointestinal(image)
-    st.write(prediction)
-    st.pyplot(plot)
-
-if st.button('Ulcerative Colitis Sample'):
-    image = Image.open('ulcerative_colitis_sample.jpg')
-    st.image(image, caption='Ulcerative Colitis Sample Image', use_column_width=True)
-    st.write("Classifying...")
-    prediction, plot = predict_gastrointestinal(image)
-    st.write(prediction)
-    st.pyplot(plot)
-
-if st.button('Polyp Sample'):
-    image = Image.open('polyp_sample.jpg')
-    st.image(image, caption='Polyp Sample Image', use_column_width=True)
-    st.write("Classifying...")
-    prediction, plot = predict_gastrointestinal(image)
-    st.write(prediction)
-    st.pyplot(plot)
-
-if st.button('Esophagitis Sample'):
-    image = Image.open('esophagitis_sample.jpg')
-    st.image(image, caption='Esophagitis Sample Image', use_column_width=True)
-    st.write("Classifying...")
-    prediction, plot = predict_gastrointestinal(image)
-    st.write(prediction)
-    st.pyplot(plot)