jamesyoung0623/4D-HumanAvatar

4D-HumanAvatar

Install the dependencies

conda create -n 4D-HumanAvatar python=3.10
conda activate 4D-HumanAvatar
bash install.sh

Prepare Data

# Step 1: Download data from: https://graphics.tu-bs.de/people-snapshot
# Step 2: Preprocess using our script
python scripts/peoplesnapshot/preprocess_PeopleSnapshot.py --root <PATH_TO_PEOPLESNAPSHOT> --subject male-3-casual

# Step 3: Download SMPL from: https://smpl.is.tue.mpg.de/ and place the model in ./data/SMPLX/smpl/
# └── SMPLX/smpl/
#         ├── SMPL_FEMALE.pkl
#         ├── SMPL_MALE.pkl
#         └── SMPL_NEUTRAL.pkl

Acknowledge

We would like to acknowledge the following third-party repositories we used in this project:

• [Tinycuda-nn]
• [Segment-anything]

Besides, we used code from:

• [InstantAvatar]
• [Anim-NeRf]
• [SelfRecon]
• [lpips]
• [SMPLX]
• [pytorch3d]

We are grateful to the developers and contributors of these repositories for their hard work and dedication to the open-source community. Without their contributions, our project would not have been possible.