gpjt commited on
Commit
3f78abf
1 Parent(s): e941312
Files changed (3) hide show
  1. .gitignore +1 -0
  2. app.py +13 -4
  3. horh.pkl +3 -0
.gitignore ADDED
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+ __pycache__
app.py CHANGED
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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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- iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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- iface.launch()
 
 
 
 
 
 
 
 
 
 
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+ from fastai.vision.all import *
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  import gradio as gr
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+ learn = load_learner("horh.pkl")
 
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+ categories = ("Hiroshige", "Hokusai")
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+
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+ def classify_image(img):
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+ pred, ix, probs = learn.predict(img)
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+ return dict(zip(categories, map(float, probs)))
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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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+
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+ intf = gr.Interface(fn=classify_image, inputs=image, outputs=label)
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+ intf.launch(inline=False)
horh.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:64a3b63dce37e39bdc21cb7b88d587aa6697431a35ed19f8a96ccb7848c8bd75
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+ size 46996473