Update app.py

app.py

@@ -97,7 +97,11 @@ def inferenceScore(image_url, image, min_score, model_name):
     v = Visualizer(im, models[model_id]["metadata"], scale=1.2)
     out = v.draw_instance_predictions(outputs["instances"].scores[1])
 
-    return out
+    damage_class_map= {0:'damage'}
+    damage_prediction_classes = [ damage_class_map[el] + "_" + str(indx) for indx,el in enumerate(outputs["instances"].pred_classes.tolist())]
+    damage_polygon_centers = outputs["instances"].pred_boxes.get_centers().tolist()
+    damage_dict = dict(zip(damage_prediction_classes,damage_polygon_centers))   
+    return damage_dict
 
 title = "# DBMDZ Detectron2 Model Demo"
 description = """
@@ -126,9 +130,13 @@ with gr.Blocks() as demo:
 
     output_image = gr.Image(type="pil", label="Output")
 
+    label = gr.outputs.Label()
     inference_button = gr.Button("Submit")
     
-    inference_button.click(fn=inferenceScore, inputs=[url_input, image_input, min_score, model_name], outputs=output_image)
+    #inference_button.click(fn=inferenceScore, inputs=[url_input, image_input, min_score, model_name], outputs=output_image)
+
+    inference_button.click(fn=inferenceScore, inputs=[url_input, image_input, min_score, model_name], outputs=label)
+    
 
     gr.Markdown(footer)