| from invert import Inverter | |
| from generate import Generator | |
| from utils import load_config, init_model, seed_everything, get_frame_ids | |
| if __name__ == "__main__": | |
| config = load_config() | |
| pipe, scheduler, model_key = init_model( | |
| config.device, config.sd_version, config.model_key, config.generation.control, config.float_precision) | |
| config.model_key = model_key | |
| seed_everything(config.seed) | |
| print("Start inversion!") | |
| inversion = Inverter(pipe, scheduler, config) | |
| inversion(config.input_path, config.inversion.save_path) | |
| print("Start generation!") | |
| generator = Generator(pipe, scheduler, config) | |
| frame_ids = get_frame_ids( | |
| config.generation.frame_range, config.generation.frame_ids) | |
| generator(config.input_path, config.generation.latents_path, | |
| config.generation.output_path, frame_ids=frame_ids) |