Herrius commited on
Commit
f8308fd
1 Parent(s): dea42f1

update model

Browse files
Files changed (5) hide show
  1. app.py +16 -0
  2. model.pkl +3 -0
  3. pimenton.jpg +0 -0
  4. requiriments.txt +3 -0
  5. rocoto.jpg +0 -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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+ # 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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+
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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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+
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+ intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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+ intf.launch(inline=False)
model.pkl ADDED
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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
pimenton.jpg ADDED
requiriments.txt ADDED
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+ transformers
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+ torch
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+ fastai
rocoto.jpg ADDED