ChiChiZhao commited on
Commit
482f53a
1 Parent(s): 565ad16
Files changed (4) hide show
  1. .DS_Store +0 -0
  2. app.py +20 -4
  3. cat.jpg +0 -0
  4. dog.jpg +0 -0
.DS_Store ADDED
Binary file (6.15 kB). View file
 
app.py CHANGED
@@ -1,7 +1,23 @@
 
 
 
 
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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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- demo = gr.Interface(fn=greet, inputs="text", outputs="text")
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- demo.launch()
 
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+ __all__ = ['is_cat','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_cat(x): return x[0].isupper()
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+
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+ learn = load_learner('model.pkl')
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+ categories = ('Dog','Cat')
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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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+
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+ image = gr.inputs.Image(shape=(192,192))
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+ label = gr.outputs.Label()
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+ examples = ['dog.jpg','cat.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)
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cat.jpg ADDED
dog.jpg ADDED