tejasnavada
commited on
Commit
•
31135b3
1
Parent(s):
9659a98
added model classify function
Browse files
app.py
CHANGED
@@ -1,7 +1,17 @@
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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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from fastai.vision.all import *
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import gradio as gr
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learn = load_learner('number_100.pkl')
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categories = ('0', '1', '2', '3', '4', '5', '6', '7', '8', '9')
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def classify_img(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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inputs = gr.inputs.Image(shape=(192,192))
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label = gr.outputs.Label()
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iface = gr.Interface(fn=classify_img, inputs=inputs, outputs=label)
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iface.launch(inline=False)
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