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#export
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)))
examples = ['dog.jpeg']
intf = gr.Interface(
fn=classify_image,
inputs=gr.Image(shape=(192, 192)),
outputs=gr.Label(),
example=examples)
intf.launch(inline=False)
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