Datasets › GF-PA66 3D XCT
GF-PA66 3D XCT (Glass fiber-reinforced polyamide 66 (GF-PA66) 3D X-ray Computed Tomography (XCT)))
Stack of 2D gray images of glass fiber-reinforced polyamide 66 (GF-PA66) 3D X-ray Computed Tomography (XCT) specimen.
Usage: 2D/3D image segmentation Format: HDF5
Libraries to read HDF5 files:
1) silx: https://github.com/silx-kit/silx
2) h5py: https://www.h5py.org
3) pymicro: https://github.com/heprom/pymicro
Trained models to segment this dataset: https://doi.org/10.5281/zenodo.4601560
Please cite us as
@ARTICLE{10.3389/fmats.2021.761229,
AUTHOR={Bertoldo, João P. C. and Decencière, Etienne and Ryckelynck, David and Proudhon, Henry},
TITLE={A Modular U-Net for Automated Segmentation of X-Ray Tomography Images in Composite Materials},
JOURNAL={Frontiers in Materials},
VOLUME={8},
YEAR={2021},
URL={https://www.frontiersin.org/article/10.3389/fmats.2021.761229},
DOI={10.3389/fmats.2021.761229},
ISSN={2296-8016},
}
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| 2D Semantic Segmentation | GF-PA66 3D XCT | Modular U-Net (2D) Jaccard (Mean) 87 | A modular U-Net for automated segmentation of X-ray... | joaopcbertoldo/tomo2seg | 1 | Compare |
Papers archive 2025-07-28
1 shown of 1 paper with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 1. The Syntology column is from Syntology's graph (read 2026-09-25), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| A modular U-Net for automated segmentation of X-ray tomography images in composite materials | 1 | 1 | 15 Jul 2021 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Creative Commons Attribution Share Alike 4.0 International
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- GF-PA66 3D XCT
1 variant name, as the archive lists them.
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