https://github.com/landscapegeoinformatics/ditch_detection

Code supplement: Detection of Drainage Ditches from LiDAR DTM Using U-Net and Transfer Learning
https://github.com/landscapegeoinformatics/ditch_detection

drainage-network-extraction pytorch unet

Last synced: about 2 months ago
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Code supplement: Detection of Drainage Ditches from LiDAR DTM Using U-Net and Transfer Learning

• Host: GitHub
• URL: https://github.com/landscapegeoinformatics/ditch_detection
• Owner: LandscapeGeoinformatics
• License: mit
• Created: 2025-02-19T10:10:49.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2025-02-19T12:31:32.000Z (over 1 year ago)
• Last Synced: 2025-02-19T13:32:10.528Z (over 1 year ago)
• Topics: drainage-network-extraction, pytorch, unet
• Language: Jupyter Notebook
• Homepage:
• Size: 1.93 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Code supplement: Detection of Drainage Ditches from LiDAR DTM Using U-Net and Transfer Learning

Code supplement: Detection of Drainage Ditches from LiDAR DTM Using U-Net and Transfer Learning

Link to corresponding Zenodo repository: [![DOI](https://zenodo.org/badge/935357142.svg)](https://doi.org/10.5281/zenodo.14892850)

Contributions from the following authors from [Landscape Geoinformatics Lab](https://landscape-geoinformatics.ut.ee/):

- Holger Virro 

- Alexander Kmoch 

- Merle Muru 

- Wai Tik Chan 

- Desalew Meseret Moges 

- Evelyn Uuemaa