thebenfirsty commited on
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18e5c8d
1 Parent(s): 4c2e4ed

Added app.py and pkl file

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Files changed (2) hide show
  1. app.py +13 -0
  2. export-2.pkl +3 -0
app.py ADDED
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+ import gradio as gr
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+ import fastai
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+ from fastai.vision.all import *
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+
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+ learn = load_learner('export-2.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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+
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+ gr.Interface(fn=predict, inputs=gr.Image(type='pil'), outputs=gr.Label(num_top_classes=3)).launch(share=True)
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+
export-2.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:4af169d6f0c609a15f7e1f29443f29bff6b5a41cd0e98787cfc2ac6ff2bf4ddc
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+ size 102921887