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Runtime error
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__all__ = ['learn','classify_image','categories','image','label','examples','intf']
import fastai
from fastai.vision.all import *
import gradio as gr
learn = load_learner('model.pkl')
categories = ('airbaby','airchair','airflare','headspin','hollow back')
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 = ['air_chair.jpg','hollowback.jpeg','airbaby.jpeg','airflare.jpeg','headspin.jpeg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False) |