henrikfalch commited on
Commit
5867ec0
1 Parent(s): 6b27502

Update app.py

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Files changed (1) hide show
  1. app.py +27 -7
app.py CHANGED
@@ -1,7 +1,27 @@
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- import gradio as gr
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-
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- def greet(name):
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- return "Hello " + name + "!!"
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-
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- iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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- iface.launch()
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # AUTOGENERATED! DO NOT EDIT! File to edit: . (unless otherwise specified).
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+
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+ __all__ = ['is_zebra', 'learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
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+
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+ # Cell
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+ from fastai.vision.all import *
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+ import gradio as gr
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+
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+ def is_zebra(x): return x[0].isupper()
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+
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+ # Cell
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+ learn = load_learner('model.pkl')
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+
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+ # Cell
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+ categories = ('Zebra', 'Unicorn', 'Horse')
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+
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+ def classify_image(img):
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+ pred,idx,probs = learn.predict(img)
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+ return dict(zip(categories, map(float,probs)))
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+
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+ # Cell
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+ image = gr.inputs.Image(shape=(192, 192))
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+ label = gr.outputs.Label()
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+ examples = ['horse.jpg', 'unicorn.jpg', 'zebra.jpg']
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+
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+ intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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+ intf.launch(inline=False)