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import gradio as gr
from fastai.vision.all import *
import skimage
learn = load_learner('model.pkl')
labels = learn.dls.vocab
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))}
title = "Scientist vs. Programmer Classifier"
article="""<p style='text-align: center'><a href='https://www.instagram.com/casey.solvberg/' target='_blank'>Author's Instagram</a></p>"""
examples = ['data_scientist.jpg']
interpretation='default'
enable_queue=True
gr.Interface(
fn=predict,
inputs=gr.Image(),
outputs=gr.Label(),
title=title,
article=article,
examples=examples
).launch(share=True)