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import gradio as gr | |
from rembg import remove | |
from PIL import Image | |
import io | |
import numpy as np | |
def remove_bg(image): | |
try: | |
img = Image.open(image) if isinstance(image, str) else Image.fromarray(image) | |
img_byte_arr = io.BytesIO() | |
img.save(img_byte_arr, format='PNG') | |
output_bytes = remove(img_byte_arr.getvalue()) | |
return Image.open(io.BytesIO(output_bytes)) | |
except Exception as e: | |
raise gr.Error(f"Error processing image: {str(e)}") | |
with gr.Blocks() as demo: | |
gr.Markdown("# Background Remover") | |
with gr.Row(): | |
with gr.Column(): | |
input_image = gr.Image(type="filepath", label="Input Image") | |
submit_btn = gr.Button("Remove Background") | |
with gr.Column(): | |
output_image = gr.Image(label="Output Image", type="pil") | |
submit_btn.click(remove_bg, inputs=input_image, outputs=output_image) | |
if __name__ == "__main__": | |
demo.launch(server_name="0.0.0.0", server_port=7860) |