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| import os | |
| os.environ['OMP_NUM_THREADS'] = '1' | |
| import signal | |
| import sys | |
| import warnings | |
| import platform | |
| import shutil | |
| import onnxruntime | |
| from argparse import ArgumentParser, HelpFormatter | |
| import facefusion.choices | |
| import facefusion.globals | |
| from facefusion.face_analyser import get_one_face | |
| from facefusion.face_reference import get_face_reference, set_face_reference | |
| from facefusion.vision import get_video_frame, read_image | |
| from facefusion import face_analyser, content_analyser, metadata, wording | |
| from facefusion.content_analyser import analyse_image, analyse_video | |
| from facefusion.processors.frame.core import get_frame_processors_modules, load_frame_processor_module | |
| from facefusion.utilities import is_image, is_video, detect_fps, compress_image, merge_video, extract_frames, get_temp_frame_paths, restore_audio, create_temp, move_temp, clear_temp, list_module_names, encode_execution_providers, decode_execution_providers, normalize_output_path, normalize_padding, create_metavar, update_status | |
| onnxruntime.set_default_logger_severity(3) | |
| warnings.filterwarnings('ignore', category = UserWarning, module = 'gradio') | |
| warnings.filterwarnings('ignore', category = UserWarning, module = 'torchvision') | |
| def cli() -> None: | |
| signal.signal(signal.SIGINT, lambda signal_number, frame: destroy()) | |
| program = ArgumentParser(formatter_class = lambda prog: HelpFormatter(prog, max_help_position = 120), add_help = False) | |
| # general | |
| program.add_argument('-s', '--source', help = wording.get('source_help'), dest = 'source_path') | |
| program.add_argument('-t', '--target', help = wording.get('target_help'), dest = 'target_path') | |
| program.add_argument('-o', '--output', help = wording.get('output_help'), dest = 'output_path') | |
| program.add_argument('-v', '--version', version = metadata.get('name') + ' ' + metadata.get('version'), action = 'version') | |
| # misc | |
| group_misc = program.add_argument_group('misc') | |
| group_misc.add_argument('--skip-download', help = wording.get('skip_download_help'), dest = 'skip_download', action = 'store_true') | |
| group_misc.add_argument('--headless', help = wording.get('headless_help'), dest = 'headless', action = 'store_true') | |
| # execution | |
| group_execution = program.add_argument_group('execution') | |
| group_execution.add_argument('--execution-providers', help = wording.get('execution_providers_help'), dest = 'execution_providers', default = [ 'cpu' ], choices = encode_execution_providers(onnxruntime.get_available_providers()), nargs = '+') | |
| group_execution.add_argument('--execution-thread-count', help = wording.get('execution_thread_count_help'), dest = 'execution_thread_count', type = int, default = 4, choices = facefusion.choices.execution_thread_count_range, metavar = create_metavar(facefusion.choices.execution_thread_count_range)) | |
| group_execution.add_argument('--execution-queue-count', help = wording.get('execution_queue_count_help'), dest = 'execution_queue_count', type = int, default = 1, choices = facefusion.choices.execution_queue_count_range, metavar = create_metavar(facefusion.choices.execution_queue_count_range)) | |
| group_execution.add_argument('--max-memory', help = wording.get('max_memory_help'), dest = 'max_memory', type = int, choices = facefusion.choices.max_memory_range, metavar = create_metavar(facefusion.choices.max_memory_range)) | |
| # face analyser | |
| group_face_analyser = program.add_argument_group('face analyser') | |
| group_face_analyser.add_argument('--face-analyser-order', help = wording.get('face_analyser_order_help'), dest = 'face_analyser_order', default = 'left-right', choices = facefusion.choices.face_analyser_orders) | |
| group_face_analyser.add_argument('--face-analyser-age', help = wording.get('face_analyser_age_help'), dest = 'face_analyser_age', choices = facefusion.choices.face_analyser_ages) | |
| group_face_analyser.add_argument('--face-analyser-gender', help = wording.get('face_analyser_gender_help'), dest = 'face_analyser_gender', choices = facefusion.choices.face_analyser_genders) | |
| group_face_analyser.add_argument('--face-detector-model', help = wording.get('face_detector_model_help'), dest = 'face_detector_model', default = 'retinaface', choices = facefusion.choices.face_detector_models) | |
| group_face_analyser.add_argument('--face-detector-size', help = wording.get('face_detector_size_help'), dest = 'face_detector_size', default = '640x640', choices = facefusion.choices.face_detector_sizes) | |
| group_face_analyser.add_argument('--face-detector-score', help = wording.get('face_detector_score_help'), dest = 'face_detector_score', type = float, default = 0.5, choices = facefusion.choices.face_detector_score_range, metavar = create_metavar(facefusion.choices.face_detector_score_range)) | |
| # face selector | |
| group_face_selector = program.add_argument_group('face selector') | |
| group_face_selector.add_argument('--face-selector-mode', help = wording.get('face_selector_mode_help'), dest = 'face_selector_mode', default = 'reference', choices = facefusion.choices.face_selector_modes) | |
| group_face_selector.add_argument('--reference-face-position', help = wording.get('reference_face_position_help'), dest = 'reference_face_position', type = int, default = 0) | |
| group_face_selector.add_argument('--reference-face-distance', help = wording.get('reference_face_distance_help'), dest = 'reference_face_distance', type = float, default = 0.6, choices = facefusion.choices.reference_face_distance_range, metavar = create_metavar(facefusion.choices.reference_face_distance_range)) | |
| group_face_selector.add_argument('--reference-frame-number', help = wording.get('reference_frame_number_help'), dest = 'reference_frame_number', type = int, default = 0) | |
| # face mask | |
| group_face_mask = program.add_argument_group('face mask') | |
| group_face_mask.add_argument('--face-mask-blur', help = wording.get('face_mask_blur_help'), dest = 'face_mask_blur', type = float, default = 0.3, choices = facefusion.choices.face_mask_blur_range, metavar = create_metavar(facefusion.choices.face_mask_blur_range)) | |
| group_face_mask.add_argument('--face-mask-padding', help = wording.get('face_mask_padding_help'), dest = 'face_mask_padding', type = int, default = [ 0, 0, 0, 0 ], nargs = '+') | |
| # frame extraction | |
| group_frame_extraction = program.add_argument_group('frame extraction') | |
| group_frame_extraction.add_argument('--trim-frame-start', help = wording.get('trim_frame_start_help'), dest = 'trim_frame_start', type = int) | |
| group_frame_extraction.add_argument('--trim-frame-end', help = wording.get('trim_frame_end_help'), dest = 'trim_frame_end', type = int) | |
| group_frame_extraction.add_argument('--temp-frame-format', help = wording.get('temp_frame_format_help'), dest = 'temp_frame_format', default = 'jpg', choices = facefusion.choices.temp_frame_formats) | |
| group_frame_extraction.add_argument('--temp-frame-quality', help = wording.get('temp_frame_quality_help'), dest = 'temp_frame_quality', type = int, default = 100, choices = facefusion.choices.temp_frame_quality_range, metavar = create_metavar(facefusion.choices.temp_frame_quality_range)) | |
| group_frame_extraction.add_argument('--keep-temp', help = wording.get('keep_temp_help'), dest = 'keep_temp', action = 'store_true') | |
| # output creation | |
| group_output_creation = program.add_argument_group('output creation') | |
| group_output_creation.add_argument('--output-image-quality', help = wording.get('output_image_quality_help'), dest = 'output_image_quality', type = int, default = 80, choices = facefusion.choices.output_image_quality_range, metavar = create_metavar(facefusion.choices.output_image_quality_range)) | |
| group_output_creation.add_argument('--output-video-encoder', help = wording.get('output_video_encoder_help'), dest = 'output_video_encoder', default = 'libx264', choices = facefusion.choices.output_video_encoders) | |
| group_output_creation.add_argument('--output-video-quality', help = wording.get('output_video_quality_help'), dest = 'output_video_quality', type = int, default = 80, choices = facefusion.choices.output_video_quality_range, metavar = create_metavar(facefusion.choices.output_video_quality_range)) | |
| group_output_creation.add_argument('--keep-fps', help = wording.get('keep_fps_help'), dest = 'keep_fps', action = 'store_true') | |
| group_output_creation.add_argument('--skip-audio', help = wording.get('skip_audio_help'), dest = 'skip_audio', action = 'store_true') | |
| # frame processors | |
| available_frame_processors = list_module_names('facefusion/processors/frame/modules') | |
| program = ArgumentParser(parents = [ program ], formatter_class = program.formatter_class, add_help = True) | |
| group_frame_processors = program.add_argument_group('frame processors') | |
| group_frame_processors.add_argument('--frame-processors', help = wording.get('frame_processors_help').format(choices = ', '.join(available_frame_processors)), dest = 'frame_processors', default = [ 'face_swapper' ], nargs = '+') | |
| for frame_processor in available_frame_processors: | |
| frame_processor_module = load_frame_processor_module(frame_processor) | |
| frame_processor_module.register_args(group_frame_processors) | |
| # uis | |
| group_uis = program.add_argument_group('uis') | |
| group_uis.add_argument('--ui-layouts', help = wording.get('ui_layouts_help').format(choices = ', '.join(list_module_names('facefusion/uis/layouts'))), dest = 'ui_layouts', default = [ 'default' ], nargs = '+') | |
| run(program) | |
| def apply_args(program : ArgumentParser) -> None: | |
| args = program.parse_args() | |
| # general | |
| facefusion.globals.source_path = args.source_path | |
| facefusion.globals.target_path = args.target_path | |
| facefusion.globals.output_path = normalize_output_path(facefusion.globals.source_path, facefusion.globals.target_path, args.output_path) | |
| # misc | |
| facefusion.globals.skip_download = args.skip_download | |
| facefusion.globals.headless = args.headless | |
| # execution | |
| facefusion.globals.execution_providers = decode_execution_providers(args.execution_providers) | |
| facefusion.globals.execution_thread_count = args.execution_thread_count | |
| facefusion.globals.execution_queue_count = args.execution_queue_count | |
| facefusion.globals.max_memory = args.max_memory | |
| # face analyser | |
| facefusion.globals.face_analyser_order = args.face_analyser_order | |
| facefusion.globals.face_analyser_age = args.face_analyser_age | |
| facefusion.globals.face_analyser_gender = args.face_analyser_gender | |
| facefusion.globals.face_detector_model = args.face_detector_model | |
| facefusion.globals.face_detector_size = args.face_detector_size | |
| facefusion.globals.face_detector_score = args.face_detector_score | |
| # face selector | |
| facefusion.globals.face_selector_mode = args.face_selector_mode | |
| facefusion.globals.reference_face_position = args.reference_face_position | |
| facefusion.globals.reference_face_distance = args.reference_face_distance | |
| facefusion.globals.reference_frame_number = args.reference_frame_number | |
| # face mask | |
| facefusion.globals.face_mask_blur = args.face_mask_blur | |
| facefusion.globals.face_mask_padding = normalize_padding(args.face_mask_padding) | |
| # frame extraction | |
| facefusion.globals.trim_frame_start = args.trim_frame_start | |
| facefusion.globals.trim_frame_end = args.trim_frame_end | |
| facefusion.globals.temp_frame_format = args.temp_frame_format | |
| facefusion.globals.temp_frame_quality = args.temp_frame_quality | |
| facefusion.globals.keep_temp = args.keep_temp | |
| # output creation | |
| facefusion.globals.output_image_quality = args.output_image_quality | |
| facefusion.globals.output_video_encoder = args.output_video_encoder | |
| facefusion.globals.output_video_quality = args.output_video_quality | |
| facefusion.globals.keep_fps = args.keep_fps | |
| facefusion.globals.skip_audio = args.skip_audio | |
| # frame processors | |
| available_frame_processors = list_module_names('facefusion/processors/frame/modules') | |
| facefusion.globals.frame_processors = args.frame_processors | |
| for frame_processor in available_frame_processors: | |
| frame_processor_module = load_frame_processor_module(frame_processor) | |
| frame_processor_module.apply_args(program) | |
| # uis | |
| facefusion.globals.ui_layouts = args.ui_layouts | |
| def run(program : ArgumentParser) -> None: | |
| apply_args(program) | |
| limit_resources() | |
| if not pre_check() or not content_analyser.pre_check() or not face_analyser.pre_check(): | |
| return | |
| for frame_processor_module in get_frame_processors_modules(facefusion.globals.frame_processors): | |
| if not frame_processor_module.pre_check(): | |
| return | |
| if facefusion.globals.headless: | |
| conditional_process() | |
| else: | |
| import facefusion.uis.core as ui | |
| for ui_layout in ui.get_ui_layouts_modules(facefusion.globals.ui_layouts): | |
| if not ui_layout.pre_check(): | |
| return | |
| ui.launch() | |
| def destroy() -> None: | |
| if facefusion.globals.target_path: | |
| clear_temp(facefusion.globals.target_path) | |
| sys.exit() | |
| def limit_resources() -> None: | |
| if facefusion.globals.max_memory: | |
| memory = facefusion.globals.max_memory * 1024 ** 3 | |
| if platform.system().lower() == 'darwin': | |
| memory = facefusion.globals.max_memory * 1024 ** 6 | |
| if platform.system().lower() == 'windows': | |
| import ctypes | |
| kernel32 = ctypes.windll.kernel32 # type: ignore[attr-defined] | |
| kernel32.SetProcessWorkingSetSize(-1, ctypes.c_size_t(memory), ctypes.c_size_t(memory)) | |
| else: | |
| import resource | |
| resource.setrlimit(resource.RLIMIT_DATA, (memory, memory)) | |
| def pre_check() -> bool: | |
| if sys.version_info < (3, 9): | |
| update_status(wording.get('python_not_supported').format(version = '3.9')) | |
| return False | |
| if not shutil.which('ffmpeg'): | |
| update_status(wording.get('ffmpeg_not_installed')) | |
| return False | |
| return True | |
| def conditional_process() -> None: | |
| conditional_set_face_reference() | |
| for frame_processor_module in get_frame_processors_modules(facefusion.globals.frame_processors): | |
| if not frame_processor_module.pre_process('output'): | |
| return | |
| if is_image(facefusion.globals.target_path): | |
| process_image() | |
| if is_video(facefusion.globals.target_path): | |
| process_video() | |
| def conditional_set_face_reference() -> None: | |
| if 'reference' in facefusion.globals.face_selector_mode and not get_face_reference(): | |
| if is_video(facefusion.globals.target_path): | |
| reference_frame = get_video_frame(facefusion.globals.target_path, facefusion.globals.reference_frame_number) | |
| else: | |
| reference_frame = read_image(facefusion.globals.target_path) | |
| reference_face = get_one_face(reference_frame, facefusion.globals.reference_face_position) | |
| set_face_reference(reference_face) | |
| def process_image() -> None: | |
| if analyse_image(facefusion.globals.target_path): | |
| return | |
| shutil.copy2(facefusion.globals.target_path, facefusion.globals.output_path) | |
| # process frame | |
| for frame_processor_module in get_frame_processors_modules(facefusion.globals.frame_processors): | |
| update_status(wording.get('processing'), frame_processor_module.NAME) | |
| frame_processor_module.process_image(facefusion.globals.source_path, facefusion.globals.output_path, facefusion.globals.output_path) | |
| frame_processor_module.post_process() | |
| # compress image | |
| update_status(wording.get('compressing_image')) | |
| if not compress_image(facefusion.globals.output_path): | |
| update_status(wording.get('compressing_image_failed')) | |
| # validate image | |
| if is_image(facefusion.globals.output_path): | |
| update_status(wording.get('processing_image_succeed')) | |
| else: | |
| update_status(wording.get('processing_image_failed')) | |
| def process_video() -> None: | |
| if analyse_video(facefusion.globals.target_path, facefusion.globals.trim_frame_start, facefusion.globals.trim_frame_end): | |
| return | |
| fps = detect_fps(facefusion.globals.target_path) if facefusion.globals.keep_fps else 25.0 | |
| # create temp | |
| update_status(wording.get('creating_temp')) | |
| create_temp(facefusion.globals.target_path) | |
| # extract frames | |
| update_status(wording.get('extracting_frames_fps').format(fps = fps)) | |
| extract_frames(facefusion.globals.target_path, fps) | |
| # process frame | |
| temp_frame_paths = get_temp_frame_paths(facefusion.globals.target_path) | |
| if temp_frame_paths: | |
| for frame_processor_module in get_frame_processors_modules(facefusion.globals.frame_processors): | |
| update_status(wording.get('processing'), frame_processor_module.NAME) | |
| frame_processor_module.process_video(facefusion.globals.source_path, temp_frame_paths) | |
| frame_processor_module.post_process() | |
| else: | |
| update_status(wording.get('temp_frames_not_found')) | |
| return | |
| # merge video | |
| update_status(wording.get('merging_video_fps').format(fps = fps)) | |
| if not merge_video(facefusion.globals.target_path, fps): | |
| update_status(wording.get('merging_video_failed')) | |
| return | |
| # handle audio | |
| if facefusion.globals.skip_audio: | |
| update_status(wording.get('skipping_audio')) | |
| move_temp(facefusion.globals.target_path, facefusion.globals.output_path) | |
| else: | |
| update_status(wording.get('restoring_audio')) | |
| if not restore_audio(facefusion.globals.target_path, facefusion.globals.output_path): | |
| update_status(wording.get('restoring_audio_failed')) | |
| move_temp(facefusion.globals.target_path, facefusion.globals.output_path) | |
| # clear temp | |
| update_status(wording.get('clearing_temp')) | |
| clear_temp(facefusion.globals.target_path) | |
| # validate video | |
| if is_video(facefusion.globals.output_path): | |
| update_status(wording.get('processing_video_succeed')) | |
| else: | |
| update_status(wording.get('processing_video_failed')) | |