Update app.py

app.py

@@ -1,7 +1,25 @@
 import gradio as gr
 
-def image_classifier(inp):
-    return {'cat': 0.3, 'dog': 0.7}
+#def image_classifier(inp):
+#    return {'cat': 0.3, 'dog': 0.7}
+
+def get_pipeline_prediction(pil_image):
+    # first get the pipeline output given the pil image
+    pipeline_output = od_pipe(pil_image)
+
+    #Then process the image using the pipeline output
+    processed_image = render_results_in_image(pil_image,
+                                            pipeline_output)
+    return processed_image
+
+demo = gr.Interface(
+  fn=get_pipeline_prediction,
+  inputs=gr.Image(label="Input image", 
+                  type="pil"),
+  outputs=gr.Image(label="Output image with predicted instances",
+                   type="pil")
+)
+
 
 demo = gr.Interface(fn=image_classifier, inputs="image", outputs="label")
 demo.launch()