Spaces:
Runtime error
Runtime error
File size: 6,565 Bytes
d05c508 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 |
import os, sys
from pathlib import Path
import tempfile
import gradio as gr
from modules.call_queue import wrap_gradio_gpu_call, wrap_queued_call
from modules.shared import opts, OptionInfo
from modules import shared, paths, script_callbacks
import launch
import glob
from huggingface_hub import snapshot_download
def check_all_files_safetensor(current_dir):
kv = {
"SadTalker_V0.0.2_256.safetensors": "sadtalker-256",
"SadTalker_V0.0.2_512.safetensors": "sadtalker-512",
"mapping_00109-model.pth.tar" : "mapping-109" ,
"mapping_00229-model.pth.tar" : "mapping-229" ,
}
if not os.path.isdir(current_dir):
return False
dirs = os.listdir(current_dir)
for f in dirs:
if f in kv.keys():
del kv[f]
return len(kv.keys()) == 0
def check_all_files(current_dir):
kv = {
"auido2exp_00300-model.pth": "audio2exp",
"auido2pose_00140-model.pth": "audio2pose",
"epoch_20.pth": "face_recon",
"facevid2vid_00189-model.pth.tar": "face-render",
"mapping_00109-model.pth.tar" : "mapping-109" ,
"mapping_00229-model.pth.tar" : "mapping-229" ,
"wav2lip.pth": "wav2lip",
"shape_predictor_68_face_landmarks.dat": "dlib",
}
if not os.path.isdir(current_dir):
return False
dirs = os.listdir(current_dir)
for f in dirs:
if f in kv.keys():
del kv[f]
return len(kv.keys()) == 0
def download_model(local_dir='./checkpoints'):
REPO_ID = 'vinthony/SadTalker'
snapshot_download(repo_id=REPO_ID, local_dir=local_dir, local_dir_use_symlinks=False)
def get_source_image(image):
return image
def get_img_from_txt2img(x):
talker_path = Path(paths.script_path) / "outputs"
imgs_from_txt_dir = str(talker_path / "txt2img-images/")
imgs = glob.glob(imgs_from_txt_dir+'/*/*.png')
imgs.sort(key=lambda x:os.path.getmtime(os.path.join(imgs_from_txt_dir, x)))
img_from_txt_path = os.path.join(imgs_from_txt_dir, imgs[-1])
return img_from_txt_path, img_from_txt_path
def get_img_from_img2img(x):
talker_path = Path(paths.script_path) / "outputs"
imgs_from_img_dir = str(talker_path / "img2img-images/")
imgs = glob.glob(imgs_from_img_dir+'/*/*.png')
imgs.sort(key=lambda x:os.path.getmtime(os.path.join(imgs_from_img_dir, x)))
img_from_img_path = os.path.join(imgs_from_img_dir, imgs[-1])
return img_from_img_path, img_from_img_path
def get_default_checkpoint_path():
# check the path of models/checkpoints and extensions/
checkpoint_path = Path(paths.script_path) / "models"/ "SadTalker"
extension_checkpoint_path = Path(paths.script_path) / "extensions"/ "SadTalker" / "checkpoints"
if check_all_files_safetensor(checkpoint_path):
# print('founding sadtalker checkpoint in ' + str(checkpoint_path))
return checkpoint_path
if check_all_files_safetensor(extension_checkpoint_path):
# print('founding sadtalker checkpoint in ' + str(extension_checkpoint_path))
return extension_checkpoint_path
if check_all_files(checkpoint_path):
# print('founding sadtalker checkpoint in ' + str(checkpoint_path))
return checkpoint_path
if check_all_files(extension_checkpoint_path):
# print('founding sadtalker checkpoint in ' + str(extension_checkpoint_path))
return extension_checkpoint_path
return None
def install():
kv = {
"face_alignment": "face-alignment==1.3.5",
"imageio": "imageio==2.19.3",
"imageio_ffmpeg": "imageio-ffmpeg==0.4.7",
"librosa":"librosa==0.8.0",
"pydub":"pydub==0.25.1",
"scipy":"scipy==1.8.1",
"tqdm": "tqdm",
"yacs":"yacs==0.1.8",
"yaml": "pyyaml",
"av":"av",
"gfpgan": "gfpgan",
}
# # dlib is not necessary currently
# if 'darwin' in sys.platform:
# kv['dlib'] = "dlib"
# else:
# kv['dlib'] = 'dlib-bin'
# #### we need to have a newer version of imageio for our method.
# launch.run_pip("install imageio==2.19.3", "requirements for SadTalker")
for k,v in kv.items():
if not launch.is_installed(k):
print(k, launch.is_installed(k))
launch.run_pip("install "+ v, "requirements for SadTalker")
if os.getenv('SADTALKER_CHECKPOINTS'):
print('load Sadtalker Checkpoints from '+ os.getenv('SADTALKER_CHECKPOINTS'))
elif get_default_checkpoint_path() is not None:
os.environ['SADTALKER_CHECKPOINTS'] = str(get_default_checkpoint_path())
else:
print(
""""
SadTalker will not support download all the files from hugging face, which will take a long time.
please manually set the SADTALKER_CHECKPOINTS in `webui_user.bat`(windows) or `webui_user.sh`(linux)
"""
)
# python = sys.executable
# launch.run(f'"{python}" -m pip uninstall -y huggingface_hub', live=True)
# launch.run(f'"{python}" -m pip install --upgrade git+https://github.com/huggingface/huggingface_hub@main', live=True)
# ### run the scripts to downlod models to correct localtion.
# # print('download models for SadTalker')
# # launch.run("cd " + paths.script_path+"/extensions/SadTalker && bash ./scripts/download_models.sh", live=True)
# # print('SadTalker is successfully installed!')
# download_model(paths.script_path+'/extensions/SadTalker/checkpoints')
def on_ui_tabs():
install()
sys.path.extend([paths.script_path+'/extensions/SadTalker'])
repo_dir = paths.script_path+'/extensions/SadTalker/'
result_dir = opts.sadtalker_result_dir
os.makedirs(result_dir, exist_ok=True)
from app_sadtalker import sadtalker_demo
if os.getenv('SADTALKER_CHECKPOINTS'):
checkpoint_path = os.getenv('SADTALKER_CHECKPOINTS')
else:
checkpoint_path = repo_dir+'checkpoints/'
audio_to_video = sadtalker_demo(checkpoint_path=checkpoint_path, config_path=repo_dir+'src/config', warpfn = wrap_queued_call)
return [(audio_to_video, "SadTalker", "extension")]
def on_ui_settings():
talker_path = Path(paths.script_path) / "outputs"
section = ('extension', "SadTalker")
opts.add_option("sadtalker_result_dir", OptionInfo(str(talker_path / "SadTalker/"), "Path to save results of sadtalker", section=section))
script_callbacks.on_ui_settings(on_ui_settings)
script_callbacks.on_ui_tabs(on_ui_tabs)
|