README.md

ShapeBoost: Boosting Human Shape Estimation with Part-based Parameterization and Clothing-preserving Augmentation

The code is adapted from Original Hybrik.

Installation instructions

# 1. Create a conda virtual environment.
conda create -n shapeboost python=3.6 -y
conda activate shapeboost

# 2. Install PyTorch
conda install pytorch==1.6.0 torchvision==0.7.0 -c pytorch

# 4. Install
python setup.py develop

Train from scratch

./scripts/train_smpl_shape_ddp.sh train_shapeboost configs/hrw48_cam_2x_sratio_semi_analytical.yaml

Evaluation

./scripts/validate_smpl_shape_ddp.sh --cfg configs/NIKI_twistswing.yaml --ckpt {CKPT}