downloading_weights.py

import os
import wget
from tqdm import tqdm

os.makedirs('pretrained_weights', exist_ok=True)

urls = ['https://download.openmmlab.com/mmdetection/v2.0/yolox/yolox_l_8x8_300e_coco/yolox_l_8x8_300e_coco_20211126_140236-d3bd2b23.pth',
        'https://huggingface.co/yzd-v/DWPose/resolve/main/dw-ll_ucoco_384.pth',
        'https://huggingface.co/TMElyralab/MusePose/resolve/main/MusePose/denoising_unet.pth',
        'https://huggingface.co/TMElyralab/MusePose/resolve/main/MusePose/motion_module.pth',
        'https://huggingface.co/TMElyralab/MusePose/resolve/main/MusePose/pose_guider.pth',
        'https://huggingface.co/TMElyralab/MusePose/resolve/main/MusePose/reference_unet.pth',
        'https://huggingface.co/lambdalabs/sd-image-variations-diffusers/resolve/main/unet/diffusion_pytorch_model.bin',
        'https://huggingface.co/lambdalabs/sd-image-variations-diffusers/resolve/main/image_encoder/pytorch_model.bin',
        'https://huggingface.co/stabilityai/sd-vae-ft-mse/resolve/main/diffusion_pytorch_model.bin'
        ]

paths = ['dwpose', 'dwpose', 'MusePose', 'MusePose', 'MusePose', 'MusePose', 'sd-image-variations-diffusers/unet', 'image_encoder', 'sd-vae-ft-mse']

for path in paths:
  os.makedirs(f'pretrained_weights/{path}', exist_ok=True)

# saving weights 
for url, path in tqdm(zip(urls, paths)):
    filename = wget.download(url, f'pretrained_weights/{path}')

config_urls = ['https://huggingface.co/lambdalabs/sd-image-variations-diffusers/resolve/main/unet/config.json',
           'https://huggingface.co/lambdalabs/sd-image-variations-diffusers/resolve/main/image_encoder/config.json',
           'https://huggingface.co/stabilityai/sd-vae-ft-mse/resolve/main/config.json']

config_paths = ['sd-image-variations-diffusers/unet', 'image_encoder', 'sd-vae-ft-mse']

# saving config files 
for url, path in tqdm(zip(config_urls, config_paths)):
    filename = wget.download(url, f'pretrained_weights/{path}')

# renaming model name as given in readme
os.rename('pretrained_weights/dwpose/yolox_l_8x8_300e_coco_20211126_140236-d3bd2b23.pth', 'pretrained_weights/dwpose/yolox_l_8x8_300e_coco.pth')