# coding: utf-8 import os.path as osp import tyro from src.config.argument_config import ArgumentConfig from src.config.inference_config import InferenceConfig from src.config.crop_config import CropConfig from src.live_portrait_pipeline import LivePortraitPipeline def partial_fields(target_class, kwargs): return target_class(**{k: v for k, v in kwargs.items() if hasattr(target_class, k)}) def fast_check_args(args: ArgumentConfig): if not osp.exists(args.source_image): raise FileNotFoundError(f"source image not found: {args.source_image}") if not osp.exists(args.driving_info): raise FileNotFoundError(f"driving info not found: {args.driving_info}") def main(): # set tyro theme tyro.extras.set_accent_color("bright_cyan") args = tyro.cli(ArgumentConfig) # fast check the args fast_check_args(args) # specify configs for inference inference_cfg = partial_fields(InferenceConfig, args.__dict__) # use attribute of args to initial InferenceConfig crop_cfg = partial_fields(CropConfig, args.__dict__) # use attribute of args to initial CropConfig live_portrait_pipeline = LivePortraitPipeline( inference_cfg=inference_cfg, crop_cfg=crop_cfg ) # run if args.flag_svideo: live_portrait_pipeline.execute_source_video(args) else: live_portrait_pipeline.execute(args) if __name__ == '__main__': main()