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import gradio as gr
from fastai.vision.all import *
learn = load_learner('plaza.pkl')
categories = ('Riu Plaza Berlin','Riu Plaza Dublin', 'Riu Plaza España', "Riu Plaza Fisherman's Wharf", 'Riu Plaza Manhattan Times Square','Riu Plaza Miami Beach', 'Riu Plaza New York Times Square')
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 = ['riuplazaberlin.jpg', 'riuplazaesp.jpg', 'riuplazamiami.jpg']
iface = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
iface.launch() |