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import timm
from fastai.vision.all import *
import gradio as gr
learn = load_learner("dog_detector.pkl")
def classify_image(img):
pred,idx,probs = learn.predict(img)
return dict(zip(learn.dls.vocab, map(float,probs)))
#im = PILImage.create("1.jpg")
#print (classify_image(im))
image = gr.inputs.Image(shape=(192,192))
label = gr.outputs.Label()
examples = ['golden.jpg', 'lab.jpg', 'corgi.jpg']
intf = gr.Interface(fn=classify_image, inputs=image, outputs=label, examples=examples)
intf.launch(inline=False, share=False)
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