seamusbarnes commited on
Commit
ba428b7
·
1 Parent(s): cbe7180

update .gitattributes so git lfs will track .pkl files

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Files changed (2) hide show
  1. app.py +17 -0
  2. export.pkl +3 -0
app.py ADDED
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+ from fastai.vision.all import *
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+ import gradio as gr
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+
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+ learn = load_learner('export.pkl')
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+
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+ labels = learn.dls.vocav
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+
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+ def predict(img):
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+ img = PILImage.create(img)
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+ pred, pred_ind, probs = learn.predict(img)
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+ return {labels[i]: float(probs[i]) for i in range(len(probs))}
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+
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+ gr.Interface(fn=predict,
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+ inputs='image',
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+ outputs='label',
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+ live=True
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+ ).launch(share=True)
export.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:0f6847d083e2234cce756c99228665f29aa0aa3cc3a093892210948d78084aa2
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+ size 47008723