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...

Descripción completa

Detalles Bibliográficos
Autores principales: Wisniewski, Mariusz, Rana, Zeeshan A., Petrunin, Ivan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9410072/
https://www.ncbi.nlm.nih.gov/pubmed/36005461
http://dx.doi.org/10.3390/jimaging8080218

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9410072/
https://www.ncbi.nlm.nih.gov/pubmed/36005461
http://dx.doi.org/10.3390/jimaging8080218

Ejemplares similares