---
license: apache-2.0
language:
- en
tags:
- physics
- schlieren
- shadowgraph
- flow visualization
---
## Dataset Description
The dataset contains shadowgraph images of different high-speed flows taken by the high-speed camera. The dataset is prepared for the YOLO model. There are 4 classes of objects: shock waves, bow shocks, plumes, particles in the flow and background.

### Languages

english 

### Citation Information

If you use the dataset, please provide a reference to the paper:

Doroshchenko I.A. Analysis of the Experimental Flow Shadowgraph Images by Computer Vision Methods // Numerical Methods and Programming (Vychislitel’nye Metody i Programmirovanie). 2023. 24. 231-242. doi 10.26089/NumMet.v24r217

### Acknowledgements

This study was supported by the Russian Science Foundation (Grant No. 22-79-00054)

### Licensing Information
The dataset is released under Apache 2.0.

---
license: apache-2.0
---