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import gradio as gr
from huggingface_hub import from_pretrained_fastai
repo_id = "triskuit/bears"
learner = from_pretrained_fastai(repo_id)
categories = ("black", "grizzly", "teddy")
def classify_image(img):
pred,idx,probs = learner.predict(img)
return dict(zip(categories, map(float, probs)))
demo = gr.Interface(fn=classify_image, inputs="image", outputs="label")
demo.launch() |