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import os
import argparse
from pathlib import Path
from hmr2.models import download_models
from scripts.pretrained_models import (
DETECTRON2_MODEL_DIR,
DETECTRON2_MODEL_PATH,
HMR2_MODELS_DIR,
PRETRAIN_MODELS_DIR,
SMPL_MODEL_DIR,
SMPL_MODEL_PATH,
)
from utils.download import download
def download_hmr2_models():
if not os.path.exists(HMR2_MODELS_DIR):
os.makedirs(HMR2_MODELS_DIR)
download_models(HMR2_MODELS_DIR)
def download_smpl_model():
if not os.path.exists(SMPL_MODEL_DIR):
os.makedirs(SMPL_MODEL_DIR)
print(
f"Please download smpl model from https://smplify.is.tue.mpg.de/, and place it in {SMPL_MODEL_PATH}"
)
def download_detectron2_model():
if not os.path.exists(DETECTRON2_MODEL_DIR):
os.makedirs(DETECTRON2_MODEL_DIR)
download(
"https://dl.fbaipublicfiles.com/detectron2/ViTDet/COCO/cascade_mask_rcnn_vitdet_h/f328730692/model_final_f05665.pkl",
output=Path(DETECTRON2_MODEL_PATH),
)
if __name__ == "__main__":
parser = argparse.ArgumentParser(description="model downloader")
parser.add_argument("--all", type=bool, help="download all models")
parser.add_argument("--hmr2", type=bool, help="download hmr2 models only")
parser.add_argument("--smpl", type=bool, help="download smpl models only")
parser.add_argument(
"--detectron2", type=bool, help="download detectron2 models only"
)
args = parser.parse_args()
if args.hmr2:
download_hmr2_models()
if args.detectron2:
download_detectron2_model()
if args.smpl:
download_smpl_model()
if args.all:
download_hmr2_models()
download_smpl_model()
download_detectron2_model()
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