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Runtime error
# Cell | |
__all__ = ['learn', 'categories', 'classify_image'] | |
# Cell | |
from fastai.vision.all import * | |
import gradio as gr | |
# Cell | |
learn = load_learner("black_grizzly_teddy.pkl") | |
# Cell | |
categories = ('Black', 'Grizzly', 'Teddy') | |
def classify_image(img): | |
pred, idx, probs = learn.predict(img) | |
return dict(zip(categories, map(float, probs))) | |
# Cell | |
image = gr.components.Image(shape= (192, 192)) | |
label = gr.components.Label() | |
examples = ['black.jpg', 'grizzly.jpg', 'teddy.jpg'] | |
intf = gr.Interface(fn=classify_image, | |
inputs=image, | |
outputs=label, | |
examples=examples) | |
intf.launch(inline=False, | |
# share=True | |
) | |