MohamedIFQ
commited on
Commit
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Parent(s):
42e86a6
Upload 3 files
Browse files- scripts/download_models.sh +32 -0
- scripts/extension.py +189 -0
- scripts/test.sh +21 -0
scripts/download_models.sh
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mkdir ./checkpoints
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# lagency download link
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# wget -nc https://github.com/Winfredy/SadTalker/releases/download/v0.0.2/auido2exp_00300-model.pth -O ./checkpoints/auido2exp_00300-model.pth
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# wget -nc https://github.com/Winfredy/SadTalker/releases/download/v0.0.2/auido2pose_00140-model.pth -O ./checkpoints/auido2pose_00140-model.pth
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# wget -nc https://github.com/Winfredy/SadTalker/releases/download/v0.0.2/epoch_20.pth -O ./checkpoints/epoch_20.pth
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# wget -nc https://github.com/Winfredy/SadTalker/releases/download/v0.0.2/facevid2vid_00189-model.pth.tar -O ./checkpoints/facevid2vid_00189-model.pth.tar
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# wget -nc https://github.com/Winfredy/SadTalker/releases/download/v0.0.2/shape_predictor_68_face_landmarks.dat -O ./checkpoints/shape_predictor_68_face_landmarks.dat
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# wget -nc https://github.com/Winfredy/SadTalker/releases/download/v0.0.2/wav2lip.pth -O ./checkpoints/wav2lip.pth
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# wget -nc https://github.com/Winfredy/SadTalker/releases/download/v0.0.2/mapping_00229-model.pth.tar -O ./checkpoints/mapping_00229-model.pth.tar
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# wget -nc https://github.com/Winfredy/SadTalker/releases/download/v0.0.2/mapping_00109-model.pth.tar -O ./checkpoints/mapping_00109-model.pth.tar
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# wget -nc https://github.com/Winfredy/SadTalker/releases/download/v0.0.2/hub.zip -O ./checkpoints/hub.zip
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# unzip -n ./checkpoints/hub.zip -d ./checkpoints/
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#### download the new links.
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wget -nc https://github.com/OpenTalker/SadTalker/releases/download/v0.0.2-rc/mapping_00109-model.pth.tar -O ./checkpoints/mapping_00109-model.pth.tar
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wget -nc https://github.com/OpenTalker/SadTalker/releases/download/v0.0.2-rc/mapping_00229-model.pth.tar -O ./checkpoints/mapping_00229-model.pth.tar
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wget -nc https://github.com/OpenTalker/SadTalker/releases/download/v0.0.2-rc/SadTalker_V0.0.2_256.safetensors -O ./checkpoints/SadTalker_V0.0.2_256.safetensors
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wget -nc https://github.com/OpenTalker/SadTalker/releases/download/v0.0.2-rc/SadTalker_V0.0.2_512.safetensors -O ./checkpoints/SadTalker_V0.0.2_512.safetensors
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# wget -nc https://github.com/Winfredy/SadTalker/releases/download/v0.0.2/BFM_Fitting.zip -O ./checkpoints/BFM_Fitting.zip
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# unzip -n ./checkpoints/BFM_Fitting.zip -d ./checkpoints/
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### enhancer
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mkdir -p ./gfpgan/weights
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wget -nc https://github.com/xinntao/facexlib/releases/download/v0.1.0/alignment_WFLW_4HG.pth -O ./gfpgan/weights/alignment_WFLW_4HG.pth
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wget -nc https://github.com/xinntao/facexlib/releases/download/v0.1.0/detection_Resnet50_Final.pth -O ./gfpgan/weights/detection_Resnet50_Final.pth
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wget -nc https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.4.pth -O ./gfpgan/weights/GFPGANv1.4.pth
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wget -nc https://github.com/xinntao/facexlib/releases/download/v0.2.2/parsing_parsenet.pth -O ./gfpgan/weights/parsing_parsenet.pth
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scripts/extension.py
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import os, sys
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from pathlib import Path
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import tempfile
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import gradio as gr
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from modules.call_queue import wrap_gradio_gpu_call, wrap_queued_call
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from modules.shared import opts, OptionInfo
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from modules import shared, paths, script_callbacks
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import launch
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import glob
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from huggingface_hub import snapshot_download
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def check_all_files_safetensor(current_dir):
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kv = {
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"SadTalker_V0.0.2_256.safetensors": "sadtalker-256",
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"SadTalker_V0.0.2_512.safetensors": "sadtalker-512",
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"mapping_00109-model.pth.tar" : "mapping-109" ,
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"mapping_00229-model.pth.tar" : "mapping-229" ,
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}
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if not os.path.isdir(current_dir):
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return False
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dirs = os.listdir(current_dir)
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for f in dirs:
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if f in kv.keys():
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del kv[f]
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return len(kv.keys()) == 0
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def check_all_files(current_dir):
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kv = {
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"auido2exp_00300-model.pth": "audio2exp",
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"auido2pose_00140-model.pth": "audio2pose",
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"epoch_20.pth": "face_recon",
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"facevid2vid_00189-model.pth.tar": "face-render",
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"mapping_00109-model.pth.tar" : "mapping-109" ,
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"mapping_00229-model.pth.tar" : "mapping-229" ,
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"wav2lip.pth": "wav2lip",
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"shape_predictor_68_face_landmarks.dat": "dlib",
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}
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if not os.path.isdir(current_dir):
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return False
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dirs = os.listdir(current_dir)
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for f in dirs:
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if f in kv.keys():
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del kv[f]
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return len(kv.keys()) == 0
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def download_model(local_dir='./checkpoints'):
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REPO_ID = 'vinthony/SadTalker'
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snapshot_download(repo_id=REPO_ID, local_dir=local_dir, local_dir_use_symlinks=False)
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def get_source_image(image):
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return image
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def get_img_from_txt2img(x):
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talker_path = Path(paths.script_path) / "outputs"
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imgs_from_txt_dir = str(talker_path / "txt2img-images/")
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imgs = glob.glob(imgs_from_txt_dir+'/*/*.png')
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imgs.sort(key=lambda x:os.path.getmtime(os.path.join(imgs_from_txt_dir, x)))
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img_from_txt_path = os.path.join(imgs_from_txt_dir, imgs[-1])
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return img_from_txt_path, img_from_txt_path
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def get_img_from_img2img(x):
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talker_path = Path(paths.script_path) / "outputs"
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imgs_from_img_dir = str(talker_path / "img2img-images/")
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imgs = glob.glob(imgs_from_img_dir+'/*/*.png')
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imgs.sort(key=lambda x:os.path.getmtime(os.path.join(imgs_from_img_dir, x)))
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img_from_img_path = os.path.join(imgs_from_img_dir, imgs[-1])
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return img_from_img_path, img_from_img_path
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def get_default_checkpoint_path():
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# check the path of models/checkpoints and extensions/
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checkpoint_path = Path(paths.script_path) / "models"/ "SadTalker"
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extension_checkpoint_path = Path(paths.script_path) / "extensions"/ "SadTalker" / "checkpoints"
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if check_all_files_safetensor(checkpoint_path):
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# print('founding sadtalker checkpoint in ' + str(checkpoint_path))
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return checkpoint_path
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if check_all_files_safetensor(extension_checkpoint_path):
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# print('founding sadtalker checkpoint in ' + str(extension_checkpoint_path))
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return extension_checkpoint_path
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if check_all_files(checkpoint_path):
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# print('founding sadtalker checkpoint in ' + str(checkpoint_path))
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return checkpoint_path
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if check_all_files(extension_checkpoint_path):
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# print('founding sadtalker checkpoint in ' + str(extension_checkpoint_path))
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return extension_checkpoint_path
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return None
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def install():
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kv = {
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"face_alignment": "face-alignment==1.3.5",
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"imageio": "imageio==2.19.3",
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"imageio_ffmpeg": "imageio-ffmpeg==0.4.7",
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"librosa":"librosa==0.8.0",
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"pydub":"pydub==0.25.1",
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"scipy":"scipy==1.8.1",
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"tqdm": "tqdm",
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"yacs":"yacs==0.1.8",
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"yaml": "pyyaml",
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"av":"av",
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"gfpgan": "gfpgan",
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}
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# # dlib is not necessary currently
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# if 'darwin' in sys.platform:
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# kv['dlib'] = "dlib"
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# else:
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# kv['dlib'] = 'dlib-bin'
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# #### we need to have a newer version of imageio for our method.
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# launch.run_pip("install imageio==2.19.3", "requirements for SadTalker")
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for k,v in kv.items():
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if not launch.is_installed(k):
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print(k, launch.is_installed(k))
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launch.run_pip("install "+ v, "requirements for SadTalker")
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if os.getenv('SADTALKER_CHECKPOINTS'):
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print('load Sadtalker Checkpoints from '+ os.getenv('SADTALKER_CHECKPOINTS'))
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elif get_default_checkpoint_path() is not None:
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os.environ['SADTALKER_CHECKPOINTS'] = str(get_default_checkpoint_path())
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else:
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print(
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""""
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SadTalker will not support download all the files from hugging face, which will take a long time.
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please manually set the SADTALKER_CHECKPOINTS in `webui_user.bat`(windows) or `webui_user.sh`(linux)
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"""
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)
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# python = sys.executable
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# launch.run(f'"{python}" -m pip uninstall -y huggingface_hub', live=True)
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# launch.run(f'"{python}" -m pip install --upgrade git+https://github.com/huggingface/huggingface_hub@main', live=True)
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# ### run the scripts to downlod models to correct localtion.
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# # print('download models for SadTalker')
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# # launch.run("cd " + paths.script_path+"/extensions/SadTalker && bash ./scripts/download_models.sh", live=True)
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# # print('SadTalker is successfully installed!')
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# download_model(paths.script_path+'/extensions/SadTalker/checkpoints')
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def on_ui_tabs():
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install()
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sys.path.extend([paths.script_path+'/extensions/SadTalker'])
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repo_dir = paths.script_path+'/extensions/SadTalker/'
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result_dir = opts.sadtalker_result_dir
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os.makedirs(result_dir, exist_ok=True)
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from app_sadtalker import sadtalker_demo
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if os.getenv('SADTALKER_CHECKPOINTS'):
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checkpoint_path = os.getenv('SADTALKER_CHECKPOINTS')
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else:
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checkpoint_path = repo_dir+'checkpoints/'
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audio_to_video = sadtalker_demo(checkpoint_path=checkpoint_path, config_path=repo_dir+'src/config', warpfn = wrap_queued_call)
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return [(audio_to_video, "SadTalker", "extension")]
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def on_ui_settings():
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talker_path = Path(paths.script_path) / "outputs"
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section = ('extension', "SadTalker")
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opts.add_option("sadtalker_result_dir", OptionInfo(str(talker_path / "SadTalker/"), "Path to save results of sadtalker", section=section))
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script_callbacks.on_ui_settings(on_ui_settings)
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script_callbacks.on_ui_tabs(on_ui_tabs)
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scripts/test.sh
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# ### some test command before commit.
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# python inference.py --preprocess crop --size 256
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# python inference.py --preprocess crop --size 512
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# python inference.py --preprocess extcrop --size 256
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# python inference.py --preprocess extcrop --size 512
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# python inference.py --preprocess resize --size 256
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# python inference.py --preprocess resize --size 512
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# python inference.py --preprocess full --size 256
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# python inference.py --preprocess full --size 512
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# python inference.py --preprocess extfull --size 256
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# python inference.py --preprocess extfull --size 512
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python inference.py --preprocess full --size 256 --enhancer gfpgan
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python inference.py --preprocess full --size 512 --enhancer gfpgan
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python inference.py --preprocess full --size 256 --enhancer gfpgan --still
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python inference.py --preprocess full --size 512 --enhancer gfpgan --still
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