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import gradio as gr | |
from PIL import Image | |
import sys | |
import tempfile | |
from facefusion import core | |
def run_cli(cli_args): | |
old_argv = sys.argv | |
try: | |
sys.argv = ['run.py', *cli_args] | |
core.cli() | |
finally: | |
sys.argv = old_argv | |
def swap_faces(source_image_path, target_image_path, enhance_face=True, enhance_frame=True): | |
provider = 'cuda' | |
target_ext = target_image_path.split('.')[-1] | |
output_image_file = tempfile.NamedTemporaryFile(suffix=f'.{target_ext}') | |
output_image_path = output_image_file.name | |
print(source_image_path) | |
print(target_image_path) | |
print(output_image_path) | |
cli_args = [ | |
'--headless', | |
'-s', source_image_path, | |
'-t', target_image_path, | |
'-o', output_image_path, | |
'--output-image-quality', '80', | |
'--execution-providers', provider, | |
# '--face-detector-model', 'yunet', | |
'--face-analyser-order', 'large-small', | |
] | |
cli_args += [ '--frame-processors', 'face_swapper' ] | |
if enhance_face: | |
cli_args += [ | |
'face_enhancer', | |
] | |
if enhance_frame: | |
cli_args += [ | |
'frame_enhancer', | |
] | |
from facefusion.processors.frame.core import clear_frame_processors_modules | |
clear_frame_processors_modules() | |
run_cli(cli_args) | |
return Image.open(output_image_path) | |
demo = gr.Interface( | |
fn=swap_faces, | |
inputs=[ | |
gr.Image(type="filepath"), | |
gr.Image(type="filepath"), | |
gr.Checkbox(label="Enhance Face", value=True), | |
gr.Checkbox(label="Enhance Frame", value=True), | |
], | |
outputs=[ | |
gr.Image( | |
type="pil", | |
show_download_button=True, | |
) | |
], | |
title="Swap Faces", | |
allow_flagging="never" | |
) | |
if __name__ == "__main__": | |
demo.launch() |