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#|export
from fastai.vision.all import *
import gradio as gr
#|export
learn = load_learner('export.pkl')
#|export
categories = ('Gravel Bike','Mountain Bike','Road Bike')
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(categories,map(float,probs)))
#|export
examples = ['mtb.jpg','road.jpg']
intf = gr.Interface(fn=classify_image, inputs="image", outputs="label",examples=examples)
intf.launch(inline=False) |