├── .gitignore ├── README.md ├── base ├── __init__.py ├── baseTrainer.py ├── base_model.py ├── config.py └── utilities.py ├── checpoints └── model │ └── model_best.pth.tar ├── config └── hdformer.yaml ├── dataset ├── Human36M.py ├── MPIINF3DHP.py ├── __init__.py ├── lib │ ├── __init__.py │ ├── camera.py │ ├── cameras.py │ ├── h36m_dataset.py │ ├── mocap_dataset.py │ ├── quaternion.py │ ├── skeleton.py │ └── utils.py ├── mpiinf3dhp │ ├── __init__.py │ └── prepare_dataset.py └── utils │ ├── __init__.py │ ├── prepare_cpn.py │ ├── prepare_h36m.py │ ├── prepare_h36m_from_videopose3d.py │ ├── prepare_h36m_hrnet.py │ ├── prepare_hrnet.py │ ├── prepare_tcncpn.py │ └── prepare_tcnhrnet.py ├── exp └── trajectory.py ├── main ├── __init__.py ├── evaluate.py ├── test.py └── train.py ├── metrics ├── __init__.py ├── dct.py ├── loss.py └── tracjectory_loss.py ├── models ├── __init__.py ├── base.py ├── block.py ├── hd_former.py ├── lib │ ├── __init__.py │ ├── directed_graph.py │ ├── gconv.py │ ├── graph.py │ └── st_gconv.py ├── tcn.py └── vertex_model.py ├── requirements.txt ├── run_test.sh ├── run_train.sh ├── scripts ├── test.sh └── train.sh └── utils ├── __init__.py └── util.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.pyc 2 | *.log 3 | output/ 4 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/README.md -------------------------------------------------------------------------------- /base/__init__.py: -------------------------------------------------------------------------------- 1 | from .base_model import * 2 | -------------------------------------------------------------------------------- /base/baseTrainer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/base/baseTrainer.py -------------------------------------------------------------------------------- /base/base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/base/base_model.py -------------------------------------------------------------------------------- /base/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/base/config.py -------------------------------------------------------------------------------- /base/utilities.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/base/utilities.py -------------------------------------------------------------------------------- /checpoints/model/model_best.pth.tar: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/checpoints/model/model_best.pth.tar -------------------------------------------------------------------------------- /config/hdformer.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/config/hdformer.yaml -------------------------------------------------------------------------------- /dataset/Human36M.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/Human36M.py -------------------------------------------------------------------------------- /dataset/MPIINF3DHP.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/MPIINF3DHP.py -------------------------------------------------------------------------------- /dataset/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dataset/lib/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/lib/__init__.py -------------------------------------------------------------------------------- /dataset/lib/camera.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/lib/camera.py -------------------------------------------------------------------------------- /dataset/lib/cameras.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/lib/cameras.py -------------------------------------------------------------------------------- /dataset/lib/h36m_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/lib/h36m_dataset.py -------------------------------------------------------------------------------- /dataset/lib/mocap_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/lib/mocap_dataset.py -------------------------------------------------------------------------------- /dataset/lib/quaternion.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/lib/quaternion.py -------------------------------------------------------------------------------- /dataset/lib/skeleton.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/lib/skeleton.py -------------------------------------------------------------------------------- /dataset/lib/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/lib/utils.py -------------------------------------------------------------------------------- /dataset/mpiinf3dhp/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dataset/mpiinf3dhp/prepare_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/mpiinf3dhp/prepare_dataset.py -------------------------------------------------------------------------------- /dataset/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dataset/utils/prepare_cpn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/utils/prepare_cpn.py -------------------------------------------------------------------------------- /dataset/utils/prepare_h36m.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/utils/prepare_h36m.py -------------------------------------------------------------------------------- /dataset/utils/prepare_h36m_from_videopose3d.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/utils/prepare_h36m_from_videopose3d.py -------------------------------------------------------------------------------- /dataset/utils/prepare_h36m_hrnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/utils/prepare_h36m_hrnet.py -------------------------------------------------------------------------------- /dataset/utils/prepare_hrnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/utils/prepare_hrnet.py -------------------------------------------------------------------------------- /dataset/utils/prepare_tcncpn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/utils/prepare_tcncpn.py -------------------------------------------------------------------------------- /dataset/utils/prepare_tcnhrnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/dataset/utils/prepare_tcnhrnet.py -------------------------------------------------------------------------------- /exp/trajectory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/exp/trajectory.py -------------------------------------------------------------------------------- /main/__init__.py: -------------------------------------------------------------------------------- 1 | #!/usr/bin/env python 2 | -------------------------------------------------------------------------------- /main/evaluate.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/main/evaluate.py -------------------------------------------------------------------------------- /main/test.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/main/test.py -------------------------------------------------------------------------------- /main/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/main/train.py -------------------------------------------------------------------------------- /metrics/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/metrics/__init__.py -------------------------------------------------------------------------------- /metrics/dct.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/metrics/dct.py -------------------------------------------------------------------------------- /metrics/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/metrics/loss.py -------------------------------------------------------------------------------- /metrics/tracjectory_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/metrics/tracjectory_loss.py -------------------------------------------------------------------------------- /models/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/models/__init__.py -------------------------------------------------------------------------------- /models/base.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/models/base.py -------------------------------------------------------------------------------- /models/block.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/models/block.py -------------------------------------------------------------------------------- /models/hd_former.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/models/hd_former.py -------------------------------------------------------------------------------- /models/lib/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/models/lib/__init__.py -------------------------------------------------------------------------------- /models/lib/directed_graph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/models/lib/directed_graph.py -------------------------------------------------------------------------------- /models/lib/gconv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/models/lib/gconv.py -------------------------------------------------------------------------------- /models/lib/graph.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/models/lib/graph.py -------------------------------------------------------------------------------- /models/lib/st_gconv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/models/lib/st_gconv.py -------------------------------------------------------------------------------- /models/tcn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/models/tcn.py -------------------------------------------------------------------------------- /models/vertex_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/models/vertex_model.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/requirements.txt -------------------------------------------------------------------------------- /run_test.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/run_test.sh -------------------------------------------------------------------------------- /run_train.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/run_train.sh -------------------------------------------------------------------------------- /scripts/test.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/scripts/test.sh -------------------------------------------------------------------------------- /scripts/train.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/scripts/train.sh -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/util.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hyer/HDFormer/HEAD/utils/util.py --------------------------------------------------------------------------------