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import gradio as gr
from transformers import pipeline
from PIL import Image
#função para a remoção do backgroud
def remove_background(image):
pipe = pipeline("image-segmentation", model="briaai/RMBG-1.4", trust_remote_code=True)
pillow_mask = pipe(image, return_mask = True) # outputs a pillow mask
pillow_image = pipe(image) # applies mask on input and returns a pillow image
return pillow_image
#gerando a aplicação gradio
app = gr.Interface(
fn=remove_background,
inputs=gr.components.Image(type = 'pil'),
outputs=gr.components.Image(type = 'pil', format = 'png'),
title = 'Remoção de Background',
description = 'Envie uma imagem que você queira remover o background'
)
if __name__ == '__main__':
app.launch(share=True)