Published January 10, 2025
| Version 1.0
Dataset
Open
Image dataset for: CNN Based Image Classification of Malicious UAVs
Authors/Creators
- 1. University of Southern Queensland - Springfield Campus
- 2. University of Southern Queensland
Description
This is the full image data set for the following research paper:
Brown, J., Gharineiat, Z., & Raj, N. (2023). CNN Based Image Classification of Malicious UAVs. Applied Sciences, 13(1), 240. https://doi.org/10.3390/app13010240
The dataset comprises images of UAVs/drones in flight captured at various elevations, various horizontal distances from the person taking the photo, and various camera zoom levels.
There is a folder for each of 3 UAVs (DJI Mavic 2 Enterprise, DJI Mavic Air, DJI Phantom 4) and also a folder for images with no drone present.
As discussed in the paper, all images have been reduced to 256x256 resolution.
Files
By drone model - reduced size.zip
Files
(3.2 MB)
| Name | Size | Download all |
|---|---|---|
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md5:1547ace0647d97e13411f7d61c47791a
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3.2 MB | Preview Download |
Additional details
Related works
- Is supplement to
- Journal article: 10.3390/app13010240 (DOI)