nielsr HF Staff commited on
Commit
7e90262
·
verified ·
1 Parent(s): 8e4f55e

Update dataset card with paper link, code, and usage instructions

Browse files

Hi, I'm Niels, part of the community science team at Hugging Face! This PR improves the dataset card by:
- Adding the `other` task category to the metadata.
- Linking the dataset to the corresponding research paper on Hugging Face Papers ([2506.16265](https://huggingface.co/papers/2506.16265)).
- Including a direct link to the official GitHub repository.
- Adding installation and usage instructions directly from the source repository to help researchers get started with the official implementation.

Files changed (1) hide show
  1. README.md +48 -12
README.md CHANGED
@@ -1,16 +1,42 @@
1
  ---
2
  license: cc-by-4.0
 
 
3
  tags:
4
- - rockfall
5
- - geomonitoring
6
- - pointcloud
7
- - rgb-image
8
  ---
9
 
10
- # Rockfall Simulator dataset
11
 
12
- This dataset contains simulated rockfall measurement dataset using a physical model. For detailed documentation, usage instructions, and data description, please refer to the GitHub repository:
13
- https://github.com/zhaoyiww/fusion4landslide. Relevant arXiv paper: arxiv.org/abs/2506.16265.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
14
 
15
  ## License
16
 
@@ -18,12 +44,22 @@ This dataset is licensed under the [Creative Commons Attribution 4.0 Internation
18
 
19
  ## Citation
20
 
21
- If you use this dataset, please cite:
22
 
23
  ```bibtex
24
- @inproceedings{Wang2025RGB4landslide,
25
- title={An Approach for RGB-Guided Dense 3D Displacement Estimation in TLS-Based Geomonitoring},
26
- author={Wang, Zhaoyi and Butt, Jemil Avers and Huang, Shengyu and Meyer, Nicholas and Medic, Tomislav and Wieser, Andreas},
27
- journal={ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
28
  year={2025},}
 
 
 
 
 
 
 
 
 
 
29
  ```
 
1
  ---
2
  license: cc-by-4.0
3
+ task_categories:
4
+ - other
5
  tags:
6
+ - rockfall
7
+ - geomonitoring
8
+ - pointcloud
9
+ - rgb-image
10
  ---
11
 
12
+ # Rockfall Simulator Dataset
13
 
14
+ This dataset contains simulated rockfall measurement data using a physical model, as presented in the paper [Dense 3D Displacement Estimation for Landslide Monitoring via Fusion of TLS Point Clouds and Embedded RGB Images](https://huggingface.co/papers/2506.16265).
15
+
16
+ [**GitHub Repository**](https://github.com/zhaoyiww/fusion4landslide) | [**Paper**](https://huggingface.co/papers/2506.16265)
17
+
18
+ ## Usage
19
+
20
+ To use this dataset with the official implementation, follow the steps below from the [GitHub repository](https://github.com/zhaoyiww/fusion4landslide):
21
+
22
+ ### Installation
23
+
24
+ ```bash
25
+ git clone --recursive https://github.com/zhaoyiww/fusion4landslide.git
26
+ cd fusion4landslide
27
+ bash install.sh
28
+ ```
29
+
30
+ ### Running the pipeline
31
+
32
+ Before running, modify the corresponding config file in `/configs/test/[method]_[dataset].yaml`, and update any necessary parameters in `main_[method].py`. Then, run the main pipeline using:
33
+
34
+ ```bash
35
+ python main_fusion.py # run for TLS+RGB fusion method
36
+ python main_rgb_guided.py # run for RGB-Guided method
37
+ python main_f2s3.py # run for F2S3 baseline
38
+ python main_piecewise_icp.py # run for Piecewise ICP baseline
39
+ ```
40
 
41
  ## License
42
 
 
44
 
45
  ## Citation
46
 
47
+ If you use this dataset, please cite the following works:
48
 
49
  ```bibtex
50
+ @preprint{wang2025fusion4landslide,
51
+ title={Dense 3D Displacement Estimation for Landslide Monitoring via Fusion of TLS Point Clouds and Embedded RGB Images},
52
+ author={Wang, Zhaoyi and Butt, Jemil Avers and Huang, Shengyu and Medic, Tomislav and Wieser, Andreas},
53
+ journal={arXiv preprint},
54
  year={2025},}
55
+ ```
56
+
57
+ ```bibtex
58
+ @article{wang2025RGB4landslide,
59
+ title={An approach for rgb-guided dense 3d displacement estimation in tls-based geomonitoring},
60
+ author={Wang, Zhaoyi and Butt, Jemil Avers and Huang, Shengyu and Meyer, Nicholas and Medi{\'c}, Tomislav and Wieser, Andreas},
61
+ journal={ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences},
62
+ pages={953--960},
63
+ year={2025},
64
+ }
65
  ```