Datasets
Standard Dataset
Facade Damage Dataset
- Citation Author(s):
- Submitted by:
- Diana Mosquera
- Last updated:
- Wed, 06/26/2024 - 14:16
- DOI:
- 10.21227/8jve-xq39
- Data Format:
- License:
- Categories:
- Keywords:
Abstract
The dataset aims to compile images of buildings with structural damage for analysis. The images can be classified by the severity of damage to building facades after seismic events using deep learning techniques, particularly pre-trained convolutional neural networks and transfer learning. The analysis can precisely identify structural damage levels, aiding in effective evaluation and response strategies.
The dataset contains an Excel file with links to documents with images of buildings with structural damage.
## Usage Instructions
1. Open the Excel file
2. In the Excel file, go to the sheet named "Dataset".
3. In the "Dataset" sheet, you will find a list of links to documents with images of buildings with structural damage.
4. Click on the links to download the images.