Herrius
commited on
Commit
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f8308fd
1
Parent(s):
dea42f1
update model
Browse files- app.py +16 -0
- model.pkl +3 -0
- pimenton.jpg +0 -0
- requiriments.txt +3 -0
- rocoto.jpg +0 -0
app.py
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from fastai.vision.all import *
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import gradio as gr
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# Cell
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categories = ('rocoto','pimenton')
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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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# Cell
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image = gr.inputs.Image(shape=(192, 192))
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label = gr.outputs.Label()
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examples = ['rocoto.jpg','pimenton.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)
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model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:b8655b00a4aca5238507b70c0cc43e6d103b31b0366d0c2ca84ab7fd35df11d3
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size 87461995
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pimenton.jpg
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requiriments.txt
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transformers
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torch
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fastai
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rocoto.jpg
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