ctutiven commited on
Commit
82a33c3
1 Parent(s): 30564ee
Files changed (3) hide show
  1. app.py +28 -0
  2. model.pkl +3 -0
  3. requirements.txt +5 -0
app.py ADDED
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+ # AUTOGENERATED! DO NOT EDIT! File to edit: ../clasificacion_imagenes.ipynb.
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+
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+ # %% auto 0
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+ __all__ = ['learn_inf', 'categories', 'image', 'label', 'examples', 'intf', 'is_bear', 'classify_image']
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+
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+ # %% ../clasificacion_imagenes.ipynb 8
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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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+ def is_bear(x): return x[0].isupper()
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+
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+ # %% ../clasificacion_imagenes.ipynb 67
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+ learn_inf = load_learner('model.pkl')
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+
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+ # %% ../clasificacion_imagenes.ipynb 73
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+ categories = ('black','grizzly', 'teddy')
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+
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+ def classify_image(img):
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+ pred,idx,probs = learn_inf.predict(img)
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+ return dict(zip(categories, map(float, probs)))
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+
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+
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+ # %% ../clasificacion_imagenes.ipynb 76
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+ image = gr.inputs.Image(shape=(192, 192))
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+ label = gr.outputs.Label()
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+ examples = ['images/grizzly.jpg', 'images/black.jpg', 'images/teddy.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, share=True, debug=True)
model.pkl ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:684af2f6b987d7cc8bb61d84f2238b5ae441aadd843e9658ca957a730437ac95
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+ size 46967293
requirements.txt ADDED
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+ fastai
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+ torch
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+ gradio
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+ numpy
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+ pandas