LivePortrait / video2template.py
multimodalart's picture
Upload folder using huggingface_hub
a891a57 verified
raw
history blame
1.06 kB
# coding: utf-8
"""
[WIP] Pipeline for video template preparation
"""
import tyro
from src.config.crop_config import CropConfig
from src.config.inference_config import InferenceConfig
from src.config.argument_config import ArgumentConfig
from src.template_maker import TemplateMaker
def partial_fields(target_class, kwargs):
return target_class(**{k: v for k, v in kwargs.items() if hasattr(target_class, k)})
def main():
# set tyro theme
tyro.extras.set_accent_color("bright_cyan")
args = tyro.cli(ArgumentConfig)
# 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
video_template_maker = TemplateMaker(
inference_cfg=inference_cfg,
crop_cfg=crop_cfg
)
# run
video_template_maker.make_motion_template(args.driving_video_path, args.template_output_dir)
if __name__ == '__main__':
main()