Spaces:
Sleeping
Sleeping
Commit
•
199df49
1
Parent(s):
8e4f121
Added model
Browse files
app.py
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import gradio as gr
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def greet(name):
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return "Hello " + name + "!!"
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import gradio as gr
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from fastai.vision.all import *
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def what_is_this(x): return x[0].isupper()
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learn = load_learner('model.pkl')
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categories = ('Dog', 'Cat')
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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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image = gr.inputs.Image(shape=(192, 192))
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label = gr.outputs.Label()
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examples = ['dog.jpg', 'cat.jpg']
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iface = gr.Interface(fn=classify_image, inputs=image,
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outputs=label, examples=examples)
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iface.launch(inline=False)
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cat.jpg
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dog.jpg
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model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:56a6f7475cc0b30d5e9a4d6ee365787bb36b4f422fbb2bdc2950a78710ee7ea8
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size 46956422
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