Refactor application structure.
cattodotpy
parent
6171141505
commit
b7d9889565
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@ -24,4 +24,4 @@ models/GFPGANv1.4.pth
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models/DMDNet.pth
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faceswap/
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.vscode/
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switch_states.json
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switch_states.json
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350
modules/core.py
350
modules/core.py
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@ -17,7 +17,7 @@ import tensorflow
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import modules.globals
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import modules.metadata
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import modules.ui as ui
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from modules.ui import DeepFakeUI
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from modules.processors.frame.core import get_frame_processors_modules
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from modules.utilities import has_image_extension, is_image, is_video, detect_fps, create_video, extract_frames, get_temp_frame_paths, restore_audio, create_temp, move_temp, clean_temp, normalize_output_path
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@ -27,84 +27,6 @@ if 'ROCMExecutionProvider' in modules.globals.execution_providers:
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warnings.filterwarnings('ignore', category=FutureWarning, module='insightface')
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warnings.filterwarnings('ignore', category=UserWarning, module='torchvision')
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def parse_args() -> None:
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signal.signal(signal.SIGINT, lambda signal_number, frame: destroy())
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program = argparse.ArgumentParser()
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program.add_argument('-s', '--source', help='select an source image', dest='source_path')
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program.add_argument('-t', '--target', help='select an target image or video', dest='target_path')
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program.add_argument('-o', '--output', help='select output file or directory', dest='output_path')
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program.add_argument('--frame-processor', help='pipeline of frame processors', dest='frame_processor', default=['face_swapper'], choices=['face_swapper', 'face_enhancer'], nargs='+')
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program.add_argument('--keep-fps', help='keep original fps', dest='keep_fps', action='store_true', default=False)
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program.add_argument('--keep-audio', help='keep original audio', dest='keep_audio', action='store_true', default=True)
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program.add_argument('--keep-frames', help='keep temporary frames', dest='keep_frames', action='store_true', default=False)
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program.add_argument('--many-faces', help='process every face', dest='many_faces', action='store_true', default=False)
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program.add_argument('--nsfw-filter', help='filter the NSFW image or video', dest='nsfw_filter', action='store_true', default=False)
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program.add_argument('--map-faces', help='map source target faces', dest='map_faces', action='store_true', default=False)
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program.add_argument('--video-encoder', help='adjust output video encoder', dest='video_encoder', default='libx264', choices=['libx264', 'libx265', 'libvpx-vp9'])
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program.add_argument('--video-quality', help='adjust output video quality', dest='video_quality', type=int, default=18, choices=range(52), metavar='[0-51]')
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program.add_argument('--live-mirror', help='The live camera display as you see it in the front-facing camera frame', dest='live_mirror', action='store_true', default=False)
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program.add_argument('--live-resizable', help='The live camera frame is resizable', dest='live_resizable', action='store_true', default=False)
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program.add_argument('--max-memory', help='maximum amount of RAM in GB', dest='max_memory', type=int, default=suggest_max_memory())
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program.add_argument('--execution-provider', help='execution provider', dest='execution_provider', default=['cpu'], choices=suggest_execution_providers(), nargs='+')
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program.add_argument('--execution-threads', help='number of execution threads', dest='execution_threads', type=int, default=suggest_execution_threads())
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program.add_argument('-v', '--version', action='version', version=f'{modules.metadata.name} {modules.metadata.version}')
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# register deprecated args
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program.add_argument('-f', '--face', help=argparse.SUPPRESS, dest='source_path_deprecated')
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program.add_argument('--cpu-cores', help=argparse.SUPPRESS, dest='cpu_cores_deprecated', type=int)
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program.add_argument('--gpu-vendor', help=argparse.SUPPRESS, dest='gpu_vendor_deprecated')
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program.add_argument('--gpu-threads', help=argparse.SUPPRESS, dest='gpu_threads_deprecated', type=int)
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args = program.parse_args()
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modules.globals.source_path = args.source_path
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modules.globals.target_path = args.target_path
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modules.globals.output_path = normalize_output_path(modules.globals.source_path, modules.globals.target_path, args.output_path)
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modules.globals.frame_processors = args.frame_processor
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modules.globals.headless = args.source_path or args.target_path or args.output_path
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modules.globals.keep_fps = args.keep_fps
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modules.globals.keep_audio = args.keep_audio
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modules.globals.keep_frames = args.keep_frames
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modules.globals.many_faces = args.many_faces
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modules.globals.nsfw_filter = args.nsfw_filter
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modules.globals.map_faces = args.map_faces
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modules.globals.video_encoder = args.video_encoder
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modules.globals.video_quality = args.video_quality
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modules.globals.live_mirror = args.live_mirror
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modules.globals.live_resizable = args.live_resizable
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modules.globals.max_memory = args.max_memory
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modules.globals.execution_providers = decode_execution_providers(args.execution_provider)
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modules.globals.execution_threads = args.execution_threads
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#for ENHANCER tumbler:
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if 'face_enhancer' in args.frame_processor:
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modules.globals.fp_ui['face_enhancer'] = True
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else:
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modules.globals.fp_ui['face_enhancer'] = False
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# translate deprecated args
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if args.source_path_deprecated:
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print('\033[33mArgument -f and --face are deprecated. Use -s and --source instead.\033[0m')
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modules.globals.source_path = args.source_path_deprecated
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modules.globals.output_path = normalize_output_path(args.source_path_deprecated, modules.globals.target_path, args.output_path)
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if args.cpu_cores_deprecated:
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print('\033[33mArgument --cpu-cores is deprecated. Use --execution-threads instead.\033[0m')
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modules.globals.execution_threads = args.cpu_cores_deprecated
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if args.gpu_vendor_deprecated == 'apple':
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print('\033[33mArgument --gpu-vendor apple is deprecated. Use --execution-provider coreml instead.\033[0m')
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modules.globals.execution_providers = decode_execution_providers(['coreml'])
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if args.gpu_vendor_deprecated == 'nvidia':
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print('\033[33mArgument --gpu-vendor nvidia is deprecated. Use --execution-provider cuda instead.\033[0m')
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modules.globals.execution_providers = decode_execution_providers(['cuda'])
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if args.gpu_vendor_deprecated == 'amd':
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print('\033[33mArgument --gpu-vendor amd is deprecated. Use --execution-provider cuda instead.\033[0m')
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modules.globals.execution_providers = decode_execution_providers(['rocm'])
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if args.gpu_threads_deprecated:
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print('\033[33mArgument --gpu-threads is deprecated. Use --execution-threads instead.\033[0m')
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modules.globals.execution_threads = args.gpu_threads_deprecated
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def encode_execution_providers(execution_providers: List[str]) -> List[str]:
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return [execution_provider.replace('ExecutionProvider', '').lower() for execution_provider in execution_providers]
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@ -155,101 +77,183 @@ def release_resources() -> None:
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if 'CUDAExecutionProvider' in modules.globals.execution_providers:
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torch.cuda.empty_cache()
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class DeepFakeApp:
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def __init__(self):
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self.ui = DeepFakeUI(
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self.start,
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self.destroy
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)
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def pre_check() -> bool:
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if sys.version_info < (3, 9):
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update_status('Python version is not supported - please upgrade to 3.9 or higher.')
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return False
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if not shutil.which('ffmpeg'):
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update_status('ffmpeg is not installed.')
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return False
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return True
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def update_status(self, message: str, scope: str = 'DLC.CORE') -> None:
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print(f'[{scope}] {message}')
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if not modules.globals.headless:
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self.ui.update_status(message)
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def pre_check(self) -> bool:
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if sys.version_info < (3, 9):
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update_status('Python version is not supported - please upgrade to 3.9 or higher.')
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return False
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if not shutil.which('ffmpeg'):
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self.update_status('ffmpeg is not installed.')
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return False
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return True
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def update_status(message: str, scope: str = 'DLC.CORE') -> None:
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print(f'[{scope}] {message}')
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if not modules.globals.headless:
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ui.update_status(message)
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def start() -> None:
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for frame_processor in get_frame_processors_modules(modules.globals.frame_processors):
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if not frame_processor.pre_start():
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return
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update_status('Processing...')
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# process image to image
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if has_image_extension(modules.globals.target_path):
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if modules.globals.nsfw_filter and ui.check_and_ignore_nsfw(modules.globals.target_path, destroy):
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return
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try:
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shutil.copy2(modules.globals.target_path, modules.globals.output_path)
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except Exception as e:
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print("Error copying file:", str(e))
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def start(self) -> None:
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for frame_processor in get_frame_processors_modules(modules.globals.frame_processors):
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update_status('Progressing...', frame_processor.NAME)
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frame_processor.process_image(modules.globals.source_path, modules.globals.output_path, modules.globals.output_path)
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release_resources()
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if is_image(modules.globals.target_path):
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update_status('Processing to image succeed!')
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else:
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update_status('Processing to image failed!')
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return
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# process image to videos
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if modules.globals.nsfw_filter and ui.check_and_ignore_nsfw(modules.globals.target_path, destroy):
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return
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if not modules.globals.map_faces:
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update_status('Creating temp resources...')
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create_temp(modules.globals.target_path)
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update_status('Extracting frames...')
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extract_frames(modules.globals.target_path)
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temp_frame_paths = get_temp_frame_paths(modules.globals.target_path)
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for frame_processor in get_frame_processors_modules(modules.globals.frame_processors):
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update_status('Progressing...', frame_processor.NAME)
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frame_processor.process_video(modules.globals.source_path, temp_frame_paths)
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release_resources()
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# handles fps
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if modules.globals.keep_fps:
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update_status('Detecting fps...')
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fps = detect_fps(modules.globals.target_path)
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update_status(f'Creating video with {fps} fps...')
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create_video(modules.globals.target_path, fps)
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else:
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update_status('Creating video with 30.0 fps...')
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create_video(modules.globals.target_path)
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# handle audio
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if modules.globals.keep_audio:
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if modules.globals.keep_fps:
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update_status('Restoring audio...')
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else:
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update_status('Restoring audio might cause issues as fps are not kept...')
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restore_audio(modules.globals.target_path, modules.globals.output_path)
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else:
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move_temp(modules.globals.target_path, modules.globals.output_path)
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# clean and validate
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clean_temp(modules.globals.target_path)
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if is_video(modules.globals.target_path):
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update_status('Processing to video succeed!')
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else:
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update_status('Processing to video failed!')
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def destroy(to_quit=True) -> None:
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if modules.globals.target_path:
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clean_temp(modules.globals.target_path)
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if to_quit: quit()
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def run() -> None:
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parse_args()
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if not pre_check():
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return
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for frame_processor in get_frame_processors_modules(modules.globals.frame_processors):
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if not frame_processor.pre_check():
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if not frame_processor.pre_start():
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return
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self.update_status('Processing...')
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# process image to image
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if has_image_extension(modules.globals.target_path):
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if modules.globals.nsfw_filter and self.ui.check_and_ignore_nsfw(modules.globals.target_path, self.destroy):
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return
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try:
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shutil.copy2(modules.globals.target_path, modules.globals.output_path)
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except Exception as e:
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print("Error copying file:", str(e))
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for frame_processor in get_frame_processors_modules(modules.globals.frame_processors):
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self.update_status('Progressing...', frame_processor.NAME)
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frame_processor.process_image(modules.globals.source_path, modules.globals.output_path, modules.globals.output_path)
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release_resources()
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if is_image(modules.globals.target_path):
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self.update_status('Processing to image succeed!')
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else:
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self.update_status('Processing to image failed!')
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return
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limit_resources()
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if modules.globals.headless:
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start()
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else:
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window = ui.init(start, destroy)
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window.mainloop()
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# process image to videos
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if modules.globals.nsfw_filter and self.ui.check_and_ignore_nsfw(modules.globals.target_path, self.destroy):
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return
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if not modules.globals.map_faces:
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self.update_status('Creating temp resources...')
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create_temp(modules.globals.target_path)
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self.update_status('Extracting frames...')
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extract_frames(modules.globals.target_path)
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temp_frame_paths = get_temp_frame_paths(modules.globals.target_path)
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for frame_processor in get_frame_processors_modules(modules.globals.frame_processors):
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self.update_status('Progressing...', frame_processor.NAME)
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frame_processor.process_video(modules.globals.source_path, temp_frame_paths)
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release_resources()
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# handles fps
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if modules.globals.keep_fps:
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self.update_status('Detecting fps...')
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fps = detect_fps(modules.globals.target_path)
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self.update_status(f'Creating video with {fps} fps...')
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create_video(modules.globals.target_path, fps)
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else:
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self.update_status('Creating video with 30.0 fps...')
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create_video(modules.globals.target_path)
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# handle audio
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if modules.globals.keep_audio:
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if modules.globals.keep_fps:
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self.update_status('Restoring audio...')
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else:
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self.update_status('Restoring audio might cause issues as fps are not kept...')
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restore_audio(modules.globals.target_path, modules.globals.output_path)
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else:
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move_temp(modules.globals.target_path, modules.globals.output_path)
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# clean and validate
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clean_temp(modules.globals.target_path)
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if is_video(modules.globals.target_path):
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self.update_status('Processing to video succeed!')
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else:
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self.update_status('Processing to video failed!')
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def destroy(self, to_quit=True) -> None:
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if modules.globals.target_path:
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clean_temp(modules.globals.target_path)
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if to_quit:
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sys.exit(0)
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def parse_args(self) -> None:
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signal.signal(signal.SIGINT, lambda _: self.destroy())
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program = argparse.ArgumentParser()
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program.add_argument('-s', '--source', help='select an source image', dest='source_path')
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program.add_argument('-t', '--target', help='select an target image or video', dest='target_path')
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program.add_argument('-o', '--output', help='select output file or directory', dest='output_path')
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program.add_argument('--frame-processor', help='pipeline of frame processors', dest='frame_processor', default=['face_swapper'], choices=['face_swapper', 'face_enhancer'], nargs='+')
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program.add_argument('--keep-fps', help='keep original fps', dest='keep_fps', action='store_true', default=False)
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program.add_argument('--keep-audio', help='keep original audio', dest='keep_audio', action='store_true', default=True)
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program.add_argument('--keep-frames', help='keep temporary frames', dest='keep_frames', action='store_true', default=False)
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program.add_argument('--many-faces', help='process every face', dest='many_faces', action='store_true', default=False)
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program.add_argument('--nsfw-filter', help='filter the NSFW image or video', dest='nsfw_filter', action='store_true', default=False)
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program.add_argument('--map-faces', help='map source target faces', dest='map_faces', action='store_true', default=False)
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program.add_argument('--video-encoder', help='adjust output video encoder', dest='video_encoder', default='libx264', choices=['libx264', 'libx265', 'libvpx-vp9'])
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program.add_argument('--video-quality', help='adjust output video quality', dest='video_quality', type=int, default=18, choices=range(52), metavar='[0-51]')
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program.add_argument('--live-mirror', help='The live camera display as you see it in the front-facing camera frame', dest='live_mirror', action='store_true', default=False)
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program.add_argument('--live-resizable', help='The live camera frame is resizable', dest='live_resizable', action='store_true', default=False)
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program.add_argument('--max-memory', help='maximum amount of RAM in GB', dest='max_memory', type=int, default=suggest_max_memory())
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program.add_argument('--execution-provider', help='execution provider', dest='execution_provider', default=['cpu'], choices=suggest_execution_providers(), nargs='+')
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program.add_argument('--execution-threads', help='number of execution threads', dest='execution_threads', type=int, default=suggest_execution_threads())
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program.add_argument('-v', '--version', action='version', version=f'{modules.metadata.name} {modules.metadata.version}')
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# register deprecated args
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program.add_argument('-f', '--face', help=argparse.SUPPRESS, dest='source_path_deprecated')
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program.add_argument('--cpu-cores', help=argparse.SUPPRESS, dest='cpu_cores_deprecated', type=int)
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program.add_argument('--gpu-vendor', help=argparse.SUPPRESS, dest='gpu_vendor_deprecated')
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program.add_argument('--gpu-threads', help=argparse.SUPPRESS, dest='gpu_threads_deprecated', type=int)
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args = program.parse_args()
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modules.globals.source_path = args.source_path
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modules.globals.target_path = args.target_path
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modules.globals.output_path = normalize_output_path(modules.globals.source_path, modules.globals.target_path, args.output_path)
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modules.globals.frame_processors = args.frame_processor
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modules.globals.headless = args.source_path or args.target_path or args.output_path
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modules.globals.keep_fps = args.keep_fps
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modules.globals.keep_audio = args.keep_audio
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modules.globals.keep_frames = args.keep_frames
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modules.globals.many_faces = args.many_faces
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modules.globals.nsfw_filter = args.nsfw_filter
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modules.globals.map_faces = args.map_faces
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modules.globals.video_encoder = args.video_encoder
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modules.globals.video_quality = args.video_quality
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modules.globals.live_mirror = args.live_mirror
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modules.globals.live_resizable = args.live_resizable
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modules.globals.max_memory = args.max_memory
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modules.globals.execution_providers = decode_execution_providers(args.execution_provider)
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modules.globals.execution_threads = args.execution_threads
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#for ENHANCER tumbler:
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if 'face_enhancer' in args.frame_processor:
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modules.globals.fp_ui['face_enhancer'] = True
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else:
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modules.globals.fp_ui['face_enhancer'] = False
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# translate deprecated args
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if args.source_path_deprecated:
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print('\033[33mArgument -f and --face are deprecated. Use -s and --source instead.\033[0m')
|
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modules.globals.source_path = args.source_path_deprecated
|
||||
modules.globals.output_path = normalize_output_path(args.source_path_deprecated, modules.globals.target_path, args.output_path)
|
||||
if args.cpu_cores_deprecated:
|
||||
print('\033[33mArgument --cpu-cores is deprecated. Use --execution-threads instead.\033[0m')
|
||||
modules.globals.execution_threads = args.cpu_cores_deprecated
|
||||
if args.gpu_vendor_deprecated == 'apple':
|
||||
print('\033[33mArgument --gpu-vendor apple is deprecated. Use --execution-provider coreml instead.\033[0m')
|
||||
modules.globals.execution_providers = decode_execution_providers(['coreml'])
|
||||
if args.gpu_vendor_deprecated == 'nvidia':
|
||||
print('\033[33mArgument --gpu-vendor nvidia is deprecated. Use --execution-provider cuda instead.\033[0m')
|
||||
modules.globals.execution_providers = decode_execution_providers(['cuda'])
|
||||
if args.gpu_vendor_deprecated == 'amd':
|
||||
print('\033[33mArgument --gpu-vendor amd is deprecated. Use --execution-provider cuda instead.\033[0m')
|
||||
modules.globals.execution_providers = decode_execution_providers(['rocm'])
|
||||
if args.gpu_threads_deprecated:
|
||||
print('\033[33mArgument --gpu-threads is deprecated. Use --execution-threads instead.\033[0m')
|
||||
modules.globals.execution_threads = args.gpu_threads_deprecated
|
||||
|
||||
|
||||
def run(self) -> None:
|
||||
self.parse_args()
|
||||
if not self.pre_check():
|
||||
return
|
||||
for frame_processor in get_frame_processors_modules(modules.globals.frame_processors):
|
||||
if not frame_processor.pre_check():
|
||||
return
|
||||
limit_resources()
|
||||
if modules.globals.headless:
|
||||
self.start()
|
||||
else:
|
||||
self.ui.root.mainloop()
|
||||
|
||||
|
|
|
|||
|
|
@ -19,14 +19,10 @@ FRAME_PROCESSORS_INTERFACE = [
|
|||
|
||||
|
||||
def load_frame_processor_module(frame_processor: str) -> Any:
|
||||
try:
|
||||
frame_processor_module = importlib.import_module(f'modules.processors.frame.{frame_processor}')
|
||||
for method_name in FRAME_PROCESSORS_INTERFACE:
|
||||
if not hasattr(frame_processor_module, method_name):
|
||||
sys.exit()
|
||||
except ImportError:
|
||||
print(f"Frame processor {frame_processor} not found")
|
||||
sys.exit()
|
||||
frame_processor_module = importlib.import_module(f'modules.processors.frame.{frame_processor}')
|
||||
for method_name in FRAME_PROCESSORS_INTERFACE:
|
||||
if not hasattr(frame_processor_module, method_name):
|
||||
sys.exit()
|
||||
return frame_processor_module
|
||||
|
||||
|
||||
|
|
|
|||
|
|
@ -5,7 +5,7 @@ import threading
|
|||
import numpy as np
|
||||
import modules.globals
|
||||
import modules.processors.frame.core
|
||||
from modules.core import update_status
|
||||
from run import app
|
||||
from modules.face_analyser import get_one_face, get_many_faces, default_source_face
|
||||
from modules.typing import Face, Frame
|
||||
from modules.utilities import (
|
||||
|
|
@ -36,17 +36,17 @@ def pre_check() -> bool:
|
|||
|
||||
def pre_start() -> bool:
|
||||
if not modules.globals.map_faces and not is_image(modules.globals.source_path):
|
||||
update_status("Select an image for source path.", NAME)
|
||||
app.update_status("Select an image for source path.", NAME)
|
||||
return False
|
||||
elif not modules.globals.map_faces and not get_one_face(
|
||||
cv2.imread(modules.globals.source_path)
|
||||
):
|
||||
update_status("No face in source path detected.", NAME)
|
||||
app.update_status("No face in source path detected.", NAME)
|
||||
return False
|
||||
if not is_image(modules.globals.target_path) and not is_video(
|
||||
modules.globals.target_path
|
||||
):
|
||||
update_status("Select an image or video for target path.", NAME)
|
||||
app.update_status("Select an image or video for target path.", NAME)
|
||||
return False
|
||||
return True
|
||||
|
||||
|
|
@ -236,7 +236,7 @@ def process_image(source_path: str, target_path: str, output_path: str) -> None:
|
|||
cv2.imwrite(output_path, result)
|
||||
else:
|
||||
if modules.globals.many_faces:
|
||||
update_status(
|
||||
app.update_status(
|
||||
"Many faces enabled. Using first source image. Progressing...", NAME
|
||||
)
|
||||
target_frame = cv2.imread(output_path)
|
||||
|
|
@ -246,7 +246,7 @@ def process_image(source_path: str, target_path: str, output_path: str) -> None:
|
|||
|
||||
def process_video(source_path: str, temp_frame_paths: List[str]) -> None:
|
||||
if modules.globals.map_faces and modules.globals.many_faces:
|
||||
update_status(
|
||||
app.update_status(
|
||||
"Many faces enabled. Using first source image. Progressing...", NAME
|
||||
)
|
||||
modules.processors.frame.core.process_video(
|
||||
|
|
@ -256,7 +256,7 @@ def process_video(source_path: str, temp_frame_paths: List[str]) -> None:
|
|||
|
||||
def create_lower_mouth_mask(
|
||||
face: Face, frame: Frame
|
||||
) -> (np.ndarray, np.ndarray, tuple, np.ndarray):
|
||||
) -> tuple[np.ndarray, np.ndarray, tuple, np.ndarray]:
|
||||
mask = np.zeros(frame.shape[:2], dtype=np.uint8)
|
||||
mouth_cutout = None
|
||||
landmarks = face.landmark_2d_106
|
||||
|
|
|
|||
|
|
@ -1,7 +1,6 @@
|
|||
from typing import Any
|
||||
from typing import Any, TypeAlias
|
||||
|
||||
from insightface.app.common import Face
|
||||
import numpy
|
||||
|
||||
Face = Face
|
||||
Frame = numpy.ndarray[Any, Any]
|
||||
Frame: TypeAlias = numpy.ndarray[Any, Any]
|
||||
|
|
|
|||
1788
modules/ui.py
1788
modules/ui.py
File diff suppressed because it is too large
Load Diff
Loading…
Reference in New Issue