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Runtime error
Runtime error
Add model
Browse files- .vscode/launch.json +16 -0
- anime.jpeg +0 -0
- app.py +15 -4
- dunno.jpg +0 -0
- model.pkl +3 -0
- real.jpg +0 -0
.vscode/launch.json
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{
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// Use IntelliSense to learn about possible attributes.
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// Hover to view descriptions of existing attributes.
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// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
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"version": "0.2.0",
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"configurations": [
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{
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"name": "Python: Current File",
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"type": "python",
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"request": "launch",
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"program": "${file}",
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"console": "integratedTerminal",
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"justMyCode": true
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}
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]
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}
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anime.jpeg
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app.py
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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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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 = ('Anime', 'Real')
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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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inputs = gr.inputs.Image(shape=(192,192))
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outputs = gr.outputs.Label()
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examples = ['/content/anime.jpeg','/content/real.jpg','/content/dunno.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,share=True)
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dunno.jpg
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model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:e660c1870d871bdf5e25c01bea5162c12fa5fa5d83a953dff8a889c8ca4985b9
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size 46960847
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real.jpg
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