Update app.py

app.py

@@ -1,9 +1,28 @@
 # AUTOGENERATED! DO NOT EDIT! File to edit: ../drive/MyDrive/Colab Notebooks/app.ipynb.
 
 # %% auto 0
-__all__ = []
+__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'classify_image']
 
 # %% ../drive/MyDrive/Colab Notebooks/app.ipynb 4
 from fastai.vision.all import *
 import gradio as gr
 import timm
+
+# %% ../drive/MyDrive/Colab Notebooks/app.ipynb 6
+learn = load_learner('model.pkl')
+
+# %% ../drive/MyDrive/Colab Notebooks/app.ipynb 8
+categories = learn.dls.vocab
+
+def classify_image(img):
+    pred,idx,probs = learn.predict(img)
+    return dict(zip(categories, map(float,probs)))
+
+# %% ../drive/MyDrive/Colab Notebooks/app.ipynb 10
+image = gr.inputs.Image(shape=(192, 192))
+label = gr.outputs.Label()
+examples = ['basset.jpg']
+
+# %% ../drive/MyDrive/Colab Notebooks/app.ipynb 11
+intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
+intf.launch(inline=False)