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"),  # Especificar saída como PNG
    title="Penghapusan Latar Belakang Gambar",
    description="Unggah gambar dan lihat latar belakang dihapus secara otomatis. Gambar yang dihasilkan akan berformat PNG."
)

if __name__ == "__main__":
    app.launch(share=True)