Lucas Lima commited on
Commit
e5472cf
·
1 Parent(s): 5876f51
Files changed (1) hide show
  1. app.py +19 -4
app.py CHANGED
@@ -1,7 +1,22 @@
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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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  import gradio as gr
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+ from fastai.vision.all import *
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+ learn = load_learn('model.pkl')
 
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+ categories = ('Golf', 'Soccer')
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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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+ image = gr.inputs.Image(shape=(192,192))
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+ label = gr.outputs.Label()
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+
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+ iface = gr.Interface(fn=classify_image, inputs=image, outputs=label)
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+ iface.launch(inline=False)
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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()