GA-Fly

Citation Author(s):
Jun
Li
Submitted by:
Jun Li
Last updated:
Sun, 10/20/2024 - 10:08
DOI:
10.21227/pr1d-t294
License:
Creative Commons Attribution
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Categories:
Computer Vision
Keywords:
Anti-drone
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Abstract 

This study provides a UAV target dataset for small target UAV detection. The dataset includes 10,800 images taken by high-definition cameras and their annotation files. Each image includes a target drone model DJI Mini 4 Pro. The data set includes a variety of shooting angles and is classified, including 0-30°, 30-60°, and 60-90°. It also includes good daytime lighting conditions and poor evening lighting conditions. According to our experiments, this dataset is sufficiently complex and of high quality. Most algorithms will perform poorly on this dataset due to the difficulty of small target detection. Open for everyone to explore small target drone detection.

Instructions: 

For the time being, only the test set is publicly available for review, and all remaining data sets will be supplemented after the article is published. We also provide an external link to prevent the dataset from being downloaded: https://github.com/ballballubsmart/YOLO-Drone 

Comments

to collect dataset

Submitted by hanan afifi on Mon, 10/21/2024 - 05:43

Dataset Files

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