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from fastai.vision.all import *
learn = load_learner('model.pkl')
# labels = learn.dls.vocab
labels = ('Shaheen', 'Saker')
def predict(img):
img = PILImage.create(img)
pred,pred_idx,probs = learn.predict(img)
return {labels[i]: float(probs[i]) for i in range(len(labels))}
import gradio as gr
examples = ['shaheen.jpg', 'saker.jpg']
gr.Interface(fn=predict, inputs=gr.inputs.Image(shape=(512, 512)), outputs=gr.outputs.Label(num_top_classes=3), examples=examples).launch(inline=False)
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