giipan commited on
Commit
b109fc8
1 Parent(s): bfdf014

Adicionando os arquivos necessários

Browse files
Files changed (4) hide show
  1. app.py +27 -0
  2. cat.jpg +0 -0
  3. model.pkl +3 -0
  4. requirements.txt +3 -0
app.py ADDED
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+ # AUTOGENERATED! DO NOT EDIT! File to edit: . (unless otherwise specified).
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+
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+ __all__ = ['learn', 'classify_image', 'categories', 'image', 'label', 'examples', 'intf']
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+
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+ # Cell
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+ from fastai.vision.all import *
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+ import gradio as gr
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+ import timm
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+
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+ # Cell
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+ learn = load_learner('model.pkl')
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+
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+ # Cell
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+ categories = learn.dls.vocab
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+
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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 = ['cat.jpg']
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+
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+ # Cell
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+ intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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+ intf.launch()
cat.jpg ADDED
model.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:865e599d6bbe76122b2ae3bc760e07c7ca36984eae48e485576b54302b1b0ac3
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+ size 114793185
requirements.txt ADDED
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+ torch <1.12
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+ fastai>2.6.1
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+ timm