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lazymonster
commited on
Commit
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f67efa4
1
Parent(s):
2a78e8c
Add application file
Browse files
app.py
ADDED
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import gradio as gr
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from fastai.vision.all import *
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categories = ["Bench", "Chair", "Sofa"]
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learn = load_learner("model.pkl")
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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 = ["chair1.jpg", "bench1.jpg", "sofa1.jpg", "dunno1.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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