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import gradio as gr | |
from fastai.vision.all import * | |
learn = load_learner("models/dogs_breeds_uncleaned.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 = "Classificador de raças" | |
description = "Raças disponíveis: Yorkshire, Pequinês, Shih-tzu e Spitz Alemão" | |
gr.Interface( | |
fn=predict, | |
inputs="image", | |
outputs="label", | |
title=title, | |
description=description, | |
).launch(share=True) | |