PUP-3DGS

Tip

PUP-3DGS requires a pre-trained 3DGS model as --init_checkpoint.

Prune model

sw-train \
    --source_path /data/MipNeRF-360/bicycle \
    --output_dir /output/pup3dgs/ \
    --model pup3dgs \
    --optim pup3dgs \
    --init_checkpoint /path/to/point_cloud.ply

Evaluate

sw-eval \
    --source_path /data/MipNeRF-360/bicycle \
    --output_dir /output/pup3dgs/ \
    --model pup3dgs \
    --optim pup3dgs \
    --checkpoint /output/pup3dgs/PRUNE/point_cloud/iteration_10000/point_cloud.ply