Update app.py

app.py

@@ -1,10 +1,6 @@
 import gradio as gr
 import geopandas as gpd
 from shapely.geometry import shape
-from your_model_module import AutoEIABuildingProximity  # Import your model here
-
-# Initialize your model
-model = AutoEIABuildingProximity()
 
 def predict(geojson1, geojson2, value):
     # Read the GeoJSON files
@@ -12,7 +8,7 @@ def predict(geojson1, geojson2, value):
     gdf2 = gpd.read_file(geojson2.name)
 
     # Use the model to make a prediction
-    output_image = model.predict(gdf1, gdf2, value)
+    #output_image = model.predict(gdf1, gdf2, value)
 
     # Return the image
     return output_image
@@ -21,12 +17,13 @@ iface = gr.Interface(
     fn=predict, 
     inputs=[
         gr.inputs.File(label="GeoJSON Input 1"), 
-        gr.inputs.File(label="GeoJSON Input 2"), 
-        gr.inputs.Slider(minimum=0.0, maximum=10.0, default=5.0, label="Numeric Value")
+        gr.inputs.File(label="GeoJSON Input 2"), #This should be optional
+        gr.inputs.Slider(minimum=0.0, maximum=10.0, default=4.3, label="Building Height Multiplier"),
+        gr.inputs.Number(default=200, label="Default Building Height"), #Can I make this optional?
     ], 
     outputs=gr.outputs.Image(type="pil"),
     title="Shadow Proximity",
-    description="Upload two GeoJSON files and select a numeric value to get the building proximity prediction.",
+    description="Upload proposed building footprints in a GeoJSON file and select a numeric value to get the building proximity prediction.",
 )
 
 iface.launch()