## 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
---
language:en license:apache-2.0 physics schlieren shadowgraph flow visualization region:us
{"language": ["en"], "license": "apache-2.0", "tags": ["physics", "schlieren", "shadowgraph", "flow visualization"]}
TAGS
#language-English #license-apache-2.0 #physics #schlieren #shadowgraph #flow visualization #region-us 

## 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 



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
---
## 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 



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
---
TAGS
#language-English #license-apache-2.0 #physics #schlieren #shadowgraph #flow visualization #region-us 
 ## 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 



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
---
passage: TAGS
#language-English #license-apache-2.0 #physics #schlieren #shadowgraph #flow visualization #region-us 
## 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 



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
---