Prepare Your Monocular Dataset

1. Capture
2. Prepare SPIN models
3. Extract keypoints

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Capture

Record the video by yourself or download from YouTube

Prepare SPIN models

Download pretrained SPIN model here and place it to data/models/spin_checkpoint.pt.

Fetch the extra data here and place the smpl_mean_params.npz to data/models/smpl_mean_params.npz.

mkdir -p data/models
wget -O data/models/spin_checkpoints.pt http://visiondata.cis.upenn.edu/spin/model_checkpoint.pt
wget -c http://visiondata.cis.upenn.edu/spin/data.tar.gz
# data/models/smpl_mean_params.npz

Extract keypoints

See prepare keypoints