Update app.py

app.py

@@ -1,12 +1,17 @@
 import gradio as gr
+from skimage.filters import threshold_otsu
+from PIL import Image
+import numpy as np
+def segmentor(image):
+    img_np=np.array(image.convert("L"))
+    threshold=threshold_otsu(img_np)
+    binary=img_np>threshold
+    return Image.fromarray(binary)
 
-def greet(image):
-    return image
-
-image_input=gr.Image(label="Upload your image")
+image_input=gr.Image(type="pil",label="Upload your image")
 image_output=gr.Image(label="Image processed")
-iface=gr.Interface(fn=greet,inputs=image_input,
+iface=gr.Interface(fn=segmentor,inputs=image_input,
                    outputs=image_output,title="FindSkinLesion",
                    description="An app to make a segmentation on image in input to predict if there is a skin lesion or not")
 
-iface.launch()
+iface.launch(share=True)