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Runtime error
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e38cf07 b852dfc 7c3c3e9 b852dfc e38cf07 7c3c3e9 e38cf07 3dbfc04 7c3c3e9 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 | from fastai.vision.all import *
import gradio as gr
def is_cat(x):
return x[0].isupper()
learn = load_learner("model.pkl")
categories = ("Dog", "Cat")
def classify_image(img):
pred, idx, probs = learn.predict(img)
return dict(zip(categories, map(float, probs)))
image = gr.inputs.Image(shape=(192, 192))
label = gr.outputs.Label()
examples = ['dog.jpg', 'cat.jpg', 'dunno.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=[])
intf.launch(inline=False)
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