chanduhf commited on
Commit
2b368a2
1 Parent(s): 18c9de7

Update app.py

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Files changed (1) hide show
  1. app.py +23 -4
app.py CHANGED
@@ -1,7 +1,26 @@
 
 
 
 
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  import gradio as gr
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- def greet(name):
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- return "Hello " + name + "!!"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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- iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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- iface.launch()
 
 
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+ __all__ = ['is_spido', '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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+ def is_spido(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 = ('spiderman', 'scofield')
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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.Image()
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+ label = gr.Label()
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+ examples = ['scofield.png', 'spiderman.png', 'spido-scofield.jpg']
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+ #intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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+ intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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+ intf.launch(inline=False, share=True)