Adding files
Browse files- app.py +19 -0
- dog.jpg +0 -0
- model.pkl +3 -0
- puppycat.jpg +0 -0
- requirements.txt +1 -0
app.py
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from fastai.vision.all import *
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import gradio as gr
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def is_cat(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 = image.gr.inputs.Image(shape=(192,192))
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label = gr.outputs.Label()
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examples = ['dog.jpg','cat.jpg','puppcat.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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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 sha256:4ceabff57c519052f3cb7d06c7a2b4c503f78af0e29e3be47138f98fede49684
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size 47061419
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puppycat.jpg
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requirements.txt
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fastai
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