mirror of
https://github.com/KwaiVGI/LivePortrait.git
synced 2024-12-22 20:42:38 +00:00
59 lines
1.7 KiB
Python
59 lines
1.7 KiB
Python
# coding: utf-8
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import os.path as osp
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import tyro
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import subprocess
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from src.config.argument_config import ArgumentConfig
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from src.config.inference_config import InferenceConfig
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from src.config.crop_config import CropConfig
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from src.live_portrait_pipeline import LivePortraitPipeline
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def partial_fields(target_class, kwargs):
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return target_class(**{k: v for k, v in kwargs.items() if hasattr(target_class, k)})
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def fast_check_ffmpeg():
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try:
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subprocess.run(["ffmpeg", "-version"], capture_output=True, check=True)
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return True
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except:
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return False
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def fast_check_args(args: ArgumentConfig):
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if not osp.exists(args.source_image):
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raise FileNotFoundError(f"source image not found: {args.source_image}")
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if not osp.exists(args.driving_info):
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raise FileNotFoundError(f"driving info not found: {args.driving_info}")
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def main():
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# set tyro theme
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tyro.extras.set_accent_color("bright_cyan")
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args = tyro.cli(ArgumentConfig)
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if not fast_check_ffmpeg():
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raise ImportError(
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"FFmpeg is not installed. Please install FFmpeg before running this script. https://ffmpeg.org/download.html"
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)
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# fast check the args
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fast_check_args(args)
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# specify configs for inference
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inference_cfg = partial_fields(InferenceConfig, args.__dict__) # use attribute of args to initial InferenceConfig
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crop_cfg = partial_fields(CropConfig, args.__dict__) # use attribute of args to initial CropConfig
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live_portrait_pipeline = LivePortraitPipeline(
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inference_cfg=inference_cfg,
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crop_cfg=crop_cfg
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)
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# run
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live_portrait_pipeline.execute(args)
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if __name__ == "__main__":
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main()
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