Create app.py

app.py

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+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
+    gdf1 = gpd.read_file(geojson1.name)
+    gdf2 = gpd.read_file(geojson2.name)
+
+    # Use the model to make a prediction
+    output_image = model.predict(gdf1, gdf2, value)
+
+    # Return the image
+    return output_image
+
+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")
+    ], 
+    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.",
+)
+
+iface.launch()