DavidD003 commited on
Commit
f7d89c7
·
1 Parent(s): 289f5ea

Update app.py

Browse files
Files changed (1) hide show
  1. app.py +6 -2
app.py CHANGED
@@ -1,9 +1,13 @@
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  import gradio as gr
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  from fastai.vision.all import *
 
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  #
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- learn = load_learner('export.pkl')
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- labels = learn.dls.vocab
 
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  def predict(img):
 
 
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  img = PILImage.create(img)
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  pred,pred_idx,probs = learn.predict(img)
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  return {labels[i]: float(probs[i]) for i in range(len(labels))}
 
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  import gradio as gr
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  from fastai.vision.all import *
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+ from PIL import Image
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  #
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+ #learn = load_learner('export.pkl')
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+ learn = torch.load('digit_classifier.pth')
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+ labels = [str(x) for x in range(10)]
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  def predict(img):
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+ #First take input and reduce it to 8x8 px as the dataset was
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+
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  img = PILImage.create(img)
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  pred,pred_idx,probs = learn.predict(img)
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  return {labels[i]: float(probs[i]) for i in range(len(labels))}