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JackBoyman
commited on
Commit
•
c9df478
1
Parent(s):
18c3bdf
PlaneRecognizer is ready
Browse files
app.py
CHANGED
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import gradio as gr
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def
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iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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iface.launch()
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# AUTOGENERATED! DO NOT EDIT! File to edit: GradioImplemetation.ipynb.
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# %% auto 0
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__all__ = ['learn', 'categories', 'image', 'label', 'examples', 'intf', 'is_cat', 'classify_image']
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# %% GradioImplemetation.ipynb 1
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from fastai.vision.all import *
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import gradio as gr
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def is_cat(x): return x[0].isupper()
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# %% GradioImplemetation.ipynb 4
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learn = load_learner('PlaneRecognizer.pkl')
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# %% GradioImplemetation.ipynb 6
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categories = ('Airbus A320','Airbus A380','Boeing 737','Boeing 747')
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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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# %% GradioImplemetation.ipynb 8
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image = gr.inputs.Image(shape=(192,192))
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label = gr.outputs.Label()
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examples = ['A388.jpg','AA320.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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