Drone-detection-dataset是一个包含红外、可见光和音频数据的数据集,旨在用于训练无人机检测系统。该数据集涵盖了不同环境下的无人机活动,例如城市、森林和农田等场景。其中,红外数据能够反映出无人机发射的热量,可见光数据能够提供无人机的图像信息,音频数据则能够捕捉到无人机发出的噪声信号。通过综合利用这三种数据...
Audio-Based Drone Detection and Identification Using Deep Learning Techniques with Dataset Enhancement through Generative Adversarial Networksdoi:10.3390/S21154953Sara Al-EmadiAbdulla K. Al-AliAbdulaziz Al-AliMultidisciplinary Digital Publishing Institute
Scripts to load and inspect the drone detection benchmark dataset Dataset The dataset is available at kaggle. Download the dataset and place it in a subfolder dataset/. It comes in the form of 3 files: class_stats.csv: contains the number of samples per class SNR_stats.csv: contains the...
DroneRF dataset: a dataset of drones for RF-based detection, classification, and identification Mendeley Data, v1 (2019) https://doi.org/10.17632/f4c2b4n755.1 Google Scholar [3] Instruments, LabVIEW Communications System Design Suite, Online (2018) URL https://www.ni.com/en-lb/shop/select...
The dataset, captured via drone, comprises 1268 images categorized into oil, water, and other, with a convolutional neural network trained using an Unet model architecture achieving an F1 score of 0.71 for oil detection. This underscores the dataset's practicality for real-world applications, ...
2D Target/Anomaly Detection in Time Series Drone Images Using Deep Few-Shot Learning in Small Training Datasetdoi:10.1007/978-3-030-99079-4_10Optimization problem is an important challenge in two-dimensional (2D) target/anomaly detection as a real-world application. As manual time series drone ...
Detection and Semantic Segmentation of vehicles in drone aerial orthomosaics has applications in a variety of fields such as security, traffic and parking management, urban planning, logistics, and transportation, among many others. This paper presents the HAGDAVS dataset fusing RGB spectral channel an...