4D Reconstruction and Point Tracking

This is the repository containing the code for the bachelor thesis 4D Reconstruction and Point Tracking by Raman Besenfelder. To get started make yourself a conda environment with

conda env create --name <env_name> --file requirements.full.txt

and play around with

python -m torch.distributed.run  --nproc_per_node=1 training/launch.py --config=trainer_de3dpt

or

python -m torch.distributed.run  --nproc_per_node=1 training/launch.py --config=trainer_de3dpt_overfit

Play around with the parameters in configs/trainer_de3dpt.yaml or configs/trainer_de3dpt_overfit.yaml.

References

This work is based on VGGT and MVTracker