exportscript notebook

app.py

@@ -1,14 +1,25 @@
+# AUTOGENERATED! DO NOT EDIT! File to edit: ../pickerfile.ipynb.
+
+# %% auto 0
+__all__ = ['learn', 'categories', 'image', 'label', 'Examples', 'classify_image']
+
+# %% ../pickerfile.ipynb 3
 from fastai.vision.all import *
 import gradio as gr
 
+
+# %% ../pickerfile.ipynb 4
 learn = load_learner("model.pkl")
 
+# %% ../pickerfile.ipynb 7
 categories = {'Grizzly bear','black bear','teddy bear'}
 def classify_image(img):
   pred,idx,probs = learn.predict(img)
   return dict(zip(categories, map(float,probs)))
 
+# %% ../pickerfile.ipynb 9
 image = gr.inputs.Image(shape=(192, 192))
 label = gr.outputs.Label()
 Examples = ['teddybear.jpg','blackbear.jpg','grizzlybear.jpg']
-gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=Examples).launch()
+gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=Examples).launch()
+

model.pkl

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:461ac51609613b74fbae582c296517120776dbc1b1734605f0bf2883f3011521
+size 46964778