update figures

app.py

@@ -51,7 +51,7 @@ def about_page():
         """
     )
 
-    st.image('figures/hyper-dti.gif', caption='Overview of HyperPCM architecture.')
+    st.image('figures/hyper-dti.png', caption='Overview of HyperPCM architecture.', use_column_width='always')
     
 
 def retrieval():
@@ -81,7 +81,7 @@ def retrieval():
                 'Select target encoder',(['SeqVec'])
             )
         if sequence:
-            st.image('figures/protein_encoder_done.png')
+            st.image('figures/protein_encoder_done.png', use_column_width='always')
             with st.spinner('Encoding in progress...'):
 
                 with open(os.path.join(data_path, f'Lenselink/processed/SeqVec_encoding_test.pickle'), 'rb') as handle:
@@ -116,7 +116,7 @@ def retrieval():
         selected_encoder = st.selectbox(
                 'Select drug encoder',(['CDDD'])
             )
-        st.image('figures/molecule_encoder_done.png')
+        st.image('figures/molecule_encoder_done.png', use_column_width='always')
         st.success('Encoding complete.')
                 
     if sequence == ex_target and selected_database == 'Lenselink':