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import gradio as gr
from fastai.vision.all import *
def house_classifier(x): return x[0].isupper()
learn = load_learner('export.pkl')
categories = ('alfresco', 'bathroom', 'bedroom', 'garage', 'house backyard', 'house front', 'kitchen', 'living room', 'scenery', 'theatre room')
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories, map(float,probs)))
image = gr.Image()
label = gr.Label()
examples = ['bedroom.jpg', 'kitchen.jpg', 'alfresco.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False)
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