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merger1
#1
by
debartha
- opened
app.ipynb
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app.py
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from fastai.vision.all import *
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import gradio as gr
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def
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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 = gr.inputs.Image(shape=(192,192))
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label = gr.outputs.Label()
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examples = ['dog.jpg', 'cat.jpg', 'horse.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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import gradio as gr
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def greet(name):
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return "Hello " + name + "!!"
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iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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iface.launch()
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cat.jpg
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Binary file (207 kB)
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dog.jpg
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Binary file (122 kB)
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horse.jpg
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Binary file (49.7 kB)
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model.pkl
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version https://git-lfs.github.com/spec/v1
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oid sha256:a2334b535eac51eec39cb753a65cd5949563c84ac66d24cd0c9c0a85b57a5b72
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size 47061419
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requirements.txt
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fastai==2.7.12
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