import gradio as gr
from transformers import pipeline
from PIL import Image

def remove_background(image):
  pipe = pipeline("image-segmentation", model="briaai/RMBG-1.4", trust_remote_code=True)

  pillow_mask = pipe(image, return_mask=True)
  pillow_image = pipe(image)

  return pillow_image

app = gr.Interface(
    fn=remove_background,
    inputs=gr.components.Image(type='pil'),
    outputs=gr.components.Image(type='pil', format='png'),
    title='Remoção de background de imagens',
    description='Envie uma imagem e veja o background removido. Imagem sai em PNG.'
  )
if __name__ == "__main__":
    app.launch(share=True)