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from transformers import pipeline
from PIL import Image
import gradio as gr
def remove_background_bria(input_image):
print(f"Removing background using bria for image")
pipe = pipeline("image-segmentation", model="briaai/RMBG-1.4", trust_remote_code=True, device=-1)
input_image = Image.fromarray(input_image)
output_image = pipe(input_image)
return output_image
with gr.Blocks() as demo:
gr.Markdown("# Background Removal with BRIA")
with gr.Row():
input_image = gr.Image(label="Input Image")
output_image = gr.Image(label="Output Image")
remove_button = gr.Button("Remove Background")
remove_button.click(fn=remove_background_bria, inputs=input_image, outputs=output_image)
if __name__ == "__main__":
demo.launch() |