Create app.py

app.py

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+# AUTOGENERATED! DO NOT EDIT! File to edit: ../dino.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'demo', 'classify']
+
+# %% ../dino.ipynb 1
+from fastai.vision.all import *
+import gradio as gr
+
+
+# %% ../dino.ipynb 3
+learn = load_learner('export.pkl')
+
+
+# %% ../dino.ipynb 5
+categories = ('ankylosaurus', 'brontosaurus', 'pterodactyl', 'trex', 'triceraptops')
+
+def classify(img):
+    pred, idx, probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+# %% ../dino.ipynb 7
+image = gr.Image(width=512, height=512)
+label = gr.Label(num_top_classes=3)
+examples = ['ankylosaurus.jpg', 'images.jpeg']
+
+demo = gr.Interface(fn=classify, inputs=image, outputs=label, examples=examples)
+demo.launch(inline=False)