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import gradio as gr | |
from fastai.vision.all import * | |
examples = ['bear.jpeg'] | |
learn = load_learner('./model.pkl') | |
def classify_image(img): | |
pred, pred_idx,probs = learn.predict(img) | |
return {k: '{:.04f}'.format(v) for k, v in zip(learn.dls.vocab, map(float, probs))} | |
iface = gr.Interface(fn=classify_image, inputs='image', outputs='label', examples=examples) | |
iface.launch(inline=False) | |