Sajjad313 commited on
Commit
d3382db
·
1 Parent(s): da16dba
app.py CHANGED
@@ -1,15 +1,18 @@
 
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  from fastai.vision.all import load_learner, get_image_files
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- learn = load_learner('resnet18_bearclassifier.pkl')
 
 
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- #gradio UI
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- import gradio as gr
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  def classify_image(img):
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  categories = ['brown', 'polar']
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- _,_, probability = learn.predict(img)
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  return dict(zip(categories, map(float, probability)))
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- app = gr.Interface(fn=classify_image, inputs='image', outputs='label', examples= list(get_image_files('valid')))
 
 
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  app.launch()
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  classify_image('images.jpg')
 
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+ import gradio as gr
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  from fastai.vision.all import load_learner, get_image_files
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+ learn = load_learner('resnet18_bearclassifier_linux.pkl')
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+
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+ # gradio UI
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  def classify_image(img):
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  categories = ['brown', 'polar']
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+ _, _, probability = learn.predict(img)
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  return dict(zip(categories, map(float, probability)))
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+
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+ app = gr.Interface(fn=classify_image, inputs='image',
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+ outputs='label', examples=list(get_image_files('valid')))
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  app.launch()
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  classify_image('images.jpg')
resnet18_bearclassifier_lunux.pkl → resnet18_bearclassifier_linux.pkl RENAMED
File without changes