freestok commited on
Commit
6b9f2d6
·
1 Parent(s): 58c3470

Update app.py

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Files changed (1) hide show
  1. app.py +4 -3
app.py CHANGED
@@ -1,5 +1,5 @@
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- __all__ = ['learn', 'classify_image', 'categories', 'image', 'label', 'intf']
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  # Cell
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  from fastai.vision.all import *
@@ -10,7 +10,7 @@ import gradio as gr
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  learn = load_learner('model.pkl')
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  # Cell
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- categories = ('healthy', 'northern-leaf-blight', 'rust', 'southern-leaf-blight')
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  def classify_image(img):
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  pred,idx,probs = learn.predict(img)
@@ -19,6 +19,7 @@ def classify_image(img):
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  # Cell
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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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+ __all__ = ['learn', 'classify_image', 'examples', 'categories', 'image', 'label', 'intf']
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  # Cell
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  from fastai.vision.all import *
 
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  learn = load_learner('model.pkl')
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  # Cell
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+ categories = ('healthy', 'northern-leaf-blight', 'southern-leaf-blight', 'rust')
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  def classify_image(img):
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  pred,idx,probs = learn.predict(img)
 
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  # Cell
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  image = gr.inputs.Image(shape=(192, 192))
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  label = gr.outputs.Label()
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+ examples = ['healthy.jpg', 'rust.jpg', 'southern-leaf.jpg', 'southern-leaf.jpg']
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+ intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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  intf.launch(inline=False)