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app.py

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+# 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
+
+# %% ../app.ipynb 12
+learn = load_learner('model.pkl')
+
+# %% ../app.ipynb 18
+categories = ['Godzilla', 'King Kong']
+def classify_kaiju(img):
+    pred,idx,probs=learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+# %% ../app.ipynb 20
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['Godzilla_1.jpg', 'KingKong_1.jpg', 'Godzilla_2.jpg', 'KingKong_2.jpg']
+
+intf = gr.Interface(fn=classify_kaiju, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)

model.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:99740c94b1e09a3cbc2e1f8449d965d5438c552de8e74d171de508a823fbb0e6
+size 46982974

requirements.txt

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+fastai