create app.py

app.py

@@ -0,0 +1,33 @@
+# -*- coding: utf-8 -*-
+"""App.ipynb
+
+Automatically generated by Colab.
+
+Original file is located at
+    https://colab.research.google.com/drive/1sSLrAgb1d83QPcQ4_UtxD86m0pS4i7s6
+"""
+
+#|export
+from fastai.vision.all import *
+import gradio as gr
+
+#|export
+learn=load_learner('fracturedmodel.pkl')
+
+#|export
+categories=("This is a fractured bone.", "Bone does not appear to be broken.")
+def classify_image(img):
+  pred,idx,probs=learn.predict(img)
+  return dict(zip(categories, map(float, probs)))
+
+#|export
+with gr.Blocks() as demo:
+    image = gr.Image(type="pil")
+    label = gr.Label()
+    examples = gr.Examples(['arm.png', 'hand.png'], image)
+
+    classify_btn = gr.Button("Diagnose")
+    classify_btn.click(fn=classify_image, inputs=image, outputs=label)
+
+# Launch the interface
+demo.launch(inline=False)