Update app.py

app.py

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+# AUTOGENERATED! DO NOT EDIT! File to edit: ../colo_app.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'image', 'label', 'examples', 'intf', 'classify_img']
+
+# %% ../colo_app.ipynb 1
+from fastai.vision.all import *
+import gradio as gr
+
+# %% ../colo_app.ipynb 4
+learn = load_learner('export.pkl')
+
+# %% ../colo_app.ipynb 7
+def classify_img(img):
+    pred, cl, probs = learn.predict(img)
+
+    prob0 = float(probs[0])
+    prob1 = float(probs[1])
+
+    d = {
+        "This is a colonoscopy photo --- probability:":prob0,
+        "This is not a colonoscopy photo --- probability:":prob1
+    }
+    return d
+
+# %% ../colo_app.ipynb 9
+image = gr.inputs.Image(shape=(192,192))
+label = gr.outputs.Label()
+examples = ['colonoscopy.jpg','colonoscopy2.jpg','colonoscopy3.jpg','colonoscopy4.jpg', 'white_square.jpg','dog.jpeg','pinkroundball.jpeg','earthworm.jpg']
+
+intf=gr.Interface(fn=classify_img, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)
+