Installl

  • Ubuntu 16.04/18.04, CUDA 10.2, python >= 3.6, PyTorch >= 1.7.1, torchvision
  • sh scripts/install_deps.sh

Datasets

Download the YCB-Video and datasets Occluded-LINEMOD from the BOP website.

The structure of datasets folder should look like below:

# recommend using soft links (ln -sf)
datasets/
├── BOP_DATASETS   # https://bop.felk.cvut.cz/datasets/
    ├──ycbv

Training

core/DGNPose/train.sh <config_path> <gpu_ids> (other args)

Testing

core/DGNPose/test.sh <config_path> <gpu_ids> (other args)