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from fastai.vision.all import * |
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import pathlib |
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plt = platform.system() |
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if plt == 'Linux': pathlib.WindowsPath = pathlib.PosixPath |
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import gradio as gr |
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def Octopus_or_Squid(x): return x[0].isupper() |
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learn = load_learner('model.pkl') |
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categories = ('Octopus','Squid') |
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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=['Octopus.jpg','Squid.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) |