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Update app.py
#2
by
Junhkang
- opened
app.py
CHANGED
@@ -1,19 +1,19 @@
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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 = ('
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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']
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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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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 = gr.inputs.Image(shape=(192, 192))
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label = gr.outputs.Label()
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examples = ['dog.jpg', 'cat.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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