Drone Model Classification Using Convolutional Neural Network Trained on Synthetic Data

Drone Model Classification Using Convolutional Neural Network Trained on Synthetic Data

We present a convolutional neural network (CNN) that identifies drone models in real-life videos. The neural network is trained on synthetic images and tested on a real-life dataset of drone videos. To create the training and validation datasets, we show a method of generating synthetic drone images...

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Bibliographic Details
Main Authors: Mariusz Wisniewski, Zeeshan A. Rana, Ivan Petrunin
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Journal of Imaging
Subjects:
unmanned aerial vehicles
drones
airport security
convolutional neural network
synthetic images
synthetic data
Online Access:https://www.mdpi.com/2313-433X/8/8/218

Internet

https://www.mdpi.com/2313-433X/8/8/218

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