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from huggingface_hub import from_pretrained_fastai
import gradio as gr
from fastai.vision.all import *
# Carregar modelo do Hugging Face
repo_id = "vncgabriel/viniciusdias"
learner = from_pretrained_fastai(repo_id)
labels = learner.dls.vocab
# Função de predição
def predict(img):
pred, pred_idx, probs = learner.predict(img)
return {labels[i]: float(probs[i]) for i in range(len(labels))}
# Criar a interface Gradio
gr.Interface(
fn=predict,
inputs=gr.Image(), # 🔴 Removido `shape=(128, 128)`
outputs=gr.Label(num_top_classes=3),
examples=['person78_bacteria_387.jpeg', 'person82_bacteria_404.jpeg']
).launch(share=False)
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