mohitgargai commited on
Commit
2d68a38
·
1 Parent(s): e93afd7
Files changed (1) hide show
  1. app.py +1 -12
app.py CHANGED
@@ -1,27 +1,16 @@
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- # AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb.
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-
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- # %% auto 0
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- __all__ = ['learn', 'categories', 'image', 'label', 'intf', 'is_cat', 'classify_image']
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-
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- # %% app.ipynb 1
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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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- # %% app.ipynb 3
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  learn = load_learner('model.pkl')
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- # %% app.ipynb 5
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  categories = ('Dog', 'Cat')
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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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- # %% app.ipynb 6
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  image = gr.inputs.Image(shape=(192, 192))
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  label = gr.outputs.Label()
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  intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
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- intf.launch(inline=False)
 
 
 
 
 
 
 
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  from fastai.vision.all import *
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  import gradio as gr
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  learn = load_learner('model.pkl')
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  categories = ('Dog', 'Cat')
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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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  image = gr.inputs.Image(shape=(192, 192))
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  label = gr.outputs.Label()
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  intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
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+ intf.launch()