Update app

app.py

@@ -1,7 +1,27 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: ../app.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_kaiju']
+
+# %% ../app.ipynb 1
+from fastai.vision.all import *
 import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+def godzilla_or_kingkong(x): return x[0].isupper
+
+# %% ../app.ipynb 11
+learn = load_learner('model.pkl')
+
+# %% ../app.ipynb 14
+categories = ['Godzilla', 'King Kong']
+def classify_kaiju(img):
+    pred,idx,probs=learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+# %% ../app.ipynb 16
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['Godzilla_1.jpg', 'KingKong_1.jpg', 'Godzilla_2.jpg', 'KingKong_2.jpg']
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+intf = gr.Interface(fn=classify_kaiju, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)