Update app.py

app.py

@@ -1,7 +1,32 @@
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+def show_preds_gradio(input_image, display_label, display_bbox, detection_threshold):
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+    if detection_threshold==0: detection_threshold=0.5
+
+    img = PIL.Image.fromarray(input_image, 'RGB')
+
+    pred_dict  = model_type.end2end_detect(img, 
+                                           valid_tfms, 
+                                           model_loaded, ## 
+                                           class_map=class_map, 
+                                           detection_threshold=detection_threshold,
+                                           display_label=display_label, 
+                                           display_bbox=display_bbox, 
+                                           return_img=True, 
+                                           font_size=16, 
+                                           label_color="#FF59D6")
+
+    return pred_dict['img']
+
+display_chkbox_label = gr.inputs.Checkbox(label="Label", default=True)
+display_chkbox_box = gr.inputs.Checkbox(label="Box", default=True)
+
+detection_threshold_slider = gr.inputs.Slider(minimum=0, maximum=1, step=0.1, default=0.5, label="Detection Threshold")
+
+outputs = gr.outputs.Image(type="pil")
+
+# Option 1: Get an image from local drive
+gr_interface = gr.Interface(fn=show_preds_gradio, inputs=["image", display_chkbox_label, display_chkbox_box,  detection_threshold_slider], outputs=outputs, title='IceApp - COCO')
+
+gr_interface.launch(inline=False, share=True, debug=True)