stephen commited on
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c211e77
1 Parent(s): 1d5dd5d

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  1. app.py +16 -4
app.py CHANGED
@@ -1,7 +1,19 @@
 
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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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+ from fastai.vision.all import *
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  import gradio as gr
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+ learn = load_learner('dog-breed-model.pkl')
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+
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+ learn.predict(im)
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+
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+ def classify_img(image):
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+ pred,idx,probs = learn.predict(image)
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+ return pred.split('-')[1]
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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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+ examples = ['dog.jpg', 'kelpie.jpg']
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+
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+ intf = gr.Interface(fn=classify_img, inputs=image, outputs=label, examples=examples)
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+ intf.launch(inline=False)
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