add Poster references

app.py

@@ -5,11 +5,18 @@ def main():
 
     st.title("Messis 🌾 - Crop Classification 🌎")
 
-    st.write("Welcome to the Messis Crop Classification app. Use the sidebar to navigate between selecting coordinates and performing inference.")
+    st.write("Welcome to the Messis Crop Classification demo. Use the sidebar to navigate between selecting the location you are interested in and performing crop classification.")
 
     st.page_link("app.py", label="Home", icon="🏠")
     st.page_link("pages/1_Select_Location.py", label="Select Location", icon="📍")
     st.page_link("pages/2_Perform_Crop_Classification.py", label="Perform Crop Classification", icon="🔍")
 
+    st.markdown("""
+    ---
+    ### Ausstellung Bachelor-Diplomarbeiten
+    """)
+
+    st.page_link("https://docs.google.com/document/d/1pd_rAwvHLSp1ba_JUFa6wfdbPoU93l41u1OZl_40Noo/edit?usp=sharing", label="Referenzen Poster", icon="📄")
+
 if __name__ == "__main__":
     main()

messis/messis.py

@@ -14,7 +14,6 @@ import json
 
 from messis.prithvi import TemporalViTEncoder, ConvTransformerTokensToEmbeddingNeck, ConvTransformerTokensToEmbeddingBottleneckNeck
 
-
 def safe_shape(x):
     if isinstance(x, tuple):
         # loop through tuple

pages/2_Perform_Crop_Classification.py

@@ -69,7 +69,7 @@ def perform_inference_step():
     m = leafmap.Map(center=(lat, lon), zoom=10, draw_control=False)
 
     # Perform inference
-    if st.sidebar.button("Perform Crop Classification", type="primary"):
+    if st.button("Perform Crop Classification", type="primary"):
         predictions = perform_inference(lon, lat, model, config, debug=True)
 
         m.add_data(predictions,
@@ -86,8 +86,7 @@ def perform_inference_step():
         url=presigned_url,
         name="Sentinel-2 Satellite Imagery",
         bands=selected_bands,
-        rescale=f"{vmin_vmax[selected_band][0]},{vmin_vmax[selected_band][1]}",
-        zoom_to_layer=True
+        rescale=f"{vmin_vmax[selected_band][0]},{vmin_vmax[selected_band][1]}"
     )
 
     # Show the POI on the map