Published July 13, 2023
| Version 1.00
Dataset
Open
Dataset for "Extraction of stratigraphic exposures on visible images using a supervised machine learning technique"
Authors/Creators
- 1. Niigata University
- 2. Japan Aerospace Exploration Agency
Description
This is the dataset used in a research paper "Extraction of stratigraphic exposures on visible images using a supervised machine learning technique".
The content is
- Augmented images used in the U-Net training (aug_images.zip)
- train/*.png: augmented original images (14,219 files)
- train_masks/*.png: augmented hand-masked images (14,219 files).
Note that original images include images obtained using google-image-download, a Python script published on GitHub (https://github.com/Joeclinton1/google-images-download/tree/patch-1, Copyright © 2015-2019 Hardik Vasa). The whole images we obtained by google-image-download were labeled as noncommercial reuse with modification.
For more details, please refer to a research paper "Extraction of stratigraphic exposures on visible images using a supervised machine learning technique".
Correspondence: Rina Noguchi (r-noguchi@env.sc.niigata-u.ac.jp)