https://github.com/harshshinde0/deepslide
Landslide Detection and Mapping Using Deep Learning Across Multi-Source Satellite Data and Geographic Regions
https://github.com/harshshinde0/deepslide
computer-vision deep-learning geospatial image-processing machine-learning remote-sensing
Last synced: 4 months ago
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Landslide Detection and Mapping Using Deep Learning Across Multi-Source Satellite Data and Geographic Regions
- Host: GitHub
- URL: https://github.com/harshshinde0/deepslide
- Owner: HarshShinde0
- Created: 2025-07-13T21:24:40.000Z (12 months ago)
- Default Branch: main
- Last Pushed: 2025-12-20T10:45:18.000Z (6 months ago)
- Last Synced: 2025-12-22T15:50:42.096Z (6 months ago)
- Topics: computer-vision, deep-learning, geospatial, image-processing, machine-learning, remote-sensing
- Language: Python
- Homepage: https://huggingface.co/spaces/harshinde/DeepSlide
- Size: 3.41 MB
- Stars: 1
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# *DeepSlide: Landslide Detection and Mapping Using Deep Learning Across Multi-Source Satellite Data and Geographic Regions*
*https://harshshinde0.github.io/Deepslide/*
Landslide4sense Dataset:
```Landslide4sense Dataset
from datasets import load_dataset
ds = load_dataset("harshinde/LandSlide4Sense")
```
Deepslide Models - [harshinde/DeepSlide_Models](https://huggingface.co/harshinde/DeepSlide_Models)
Dataset [harshinde/LandSlide4Sense](https://huggingface.co/datasets/harshinde/LandSlide4Sense)
Wandb Results - https://wandb.ai/Silvamillion/Land4Sense
Paper - https://dx.doi.org/10.2139/ssrn.5225437
## 📄 Citation
If you use **DeepSlide-L4S-Code** or reference our work in your research, please cite our paper:
> Harsh Shinde, et al. *Landslide Detection and Mapping Using Deep Learning Across Multi-Source Satellite Data and Geographic Regions*, SSRN, 2024.
> DOI: [10.2139/ssrn.5225437](https://dx.doi.org/10.2139/ssrn.5225437)
BibTeX:
```bibtex
@article{burange2025landslide,
title={Landslide Detection and Mapping Using Deep Learning Across Multi-Source Satellite Data and Geographic Regions},
author={Burange, Rahul and Shinde, Harsh and Mutyalwar, Omkar},
journal={Available at SSRN 5225437},
year={2025}
eprint={5225437},
archivePrefix={SSRN},
doi={10.2139/ssrn.5225437},
url={https://dx.doi.org/10.2139/ssrn.5225437}
}