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oEduardoAfonso
commited on
Commit
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d8e4171
1
Parent(s):
b0b7a67
Adding AI model
Browse files- app.py +15 -4
- homelander.jpg +3 -0
- model.pkl +3 -0
- omniman.jpg +3 -0
- superman.jpg +3 -0
app.py
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import gradio as gr
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import gradio as gr
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from fastai.vision.all import *
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learn = load_learner('model.pkl')
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learn.remove_cb(ProgressCallback)
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categories = ('Homelander', 'Omniman', 'Superman')
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def classify_image(img):
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pred, index, prob = learn.predict(img)
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return dict(zip(categories, map(float, prob)))
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image = gr.inputs.Image(shape=(192, 192))
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label = gr.outputs.Label()
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examples = ['homelander.jpg', 'omniman.jpg', 'superman.jpg']
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iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
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iface.launch(inline=False)
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homelander.jpg
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Git LFS Details
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model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:effff1ead96bfb83cd0464aa99c18d3aecafd2a65b4fdca741d06dcc9542d2f5
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size 46961835
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omniman.jpg
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Git LFS Details
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superman.jpg
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Git LFS Details
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