DentNet

Pytorch model only of U-Net, as used in the paper:

Pasquale Lafiosca et al., Automatic Segmentation of Aircraft Dents in Point Clouds, SAE Technical Paper, 2022, https://doi.org/10.4271/2022-01-0022

If you find this useful, please cite as

@inproceedings{dentNet,
  title={Automatic segmentation of aircraft dents in point clouds},
  author={Lafiosca, Pasquale and Fan, Ip-Shing and Avdelidis, Nicolas P},
  year={2022},
  institution={SAE Technical Paper}
  doi={10.4271/2022-01-0022}
}

Other info

In the paper, the loss function used was nn.BCEWithLogitsLoss and the optimizer was optim.Adam. Dataset not shared.

Notes

Please note: this repository is not maintained.