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import gradio as gr | |
from fastai.vision.all import * | |
learn = load_learner('pets.pkl') | |
categories = ("Cat", "Dog", "Fish") | |
examples = ['examples/cat.jpg', 'examples/dog.jpg', 'examples/fish.jpg'] | |
def categorize(image): | |
pred,_,probs = learn.predict(image) | |
return dict(zip(categories, map(float, probs))) | |
iface = gr.Interface(fn=categorize, inputs="image", outputs="label", examples=examples) | |
iface.launch(inline=False) |