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"""car_year_finder_p2.ipynb |
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Automatically generated by Colaboratory. |
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Original file is located at |
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https://colab.research.google.com/drive/1O0_3A82axlMsWaCiXpSv2cM0frscKrsB |
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""" |
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from fastai.vision.all import * |
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import gradio as gr |
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categories = ('before 1960','from 1970 to 1980','from 1990 to 2000', 'from 2020') |
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learn = load_learner('car_year_finder1.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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intf=gr.Interface(fn=classify_image, inputs=image, outputs=label) |
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intf.launch() |
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