Traffic images captured from UAVs for use in training Machine Vision Algorithms for traffic management
Sergio Ghisler, Javier Sánchez-Soriano, Sergio Bemposta Rosende · Zenodo (CERN European Organization for Nuclear Research) · 2021
A dataset of road traffic images taken from unmanned aerial vehicles (UAV) with the purpose of being used to train artificial vision algorithms, among which those based on convolutional neural networks stand out. Dataset is available and accessible in order to improve the performance of road traffic vision and management systems due to the lack of resources in this specific domain. The full description of the characteristics of the dataset, as well as its components and format, can be found here: https://www.mdpi.com/2306-5729/7/5/53 The dataset is also available on Kaggle: https://www.kaggle.com/datasets/javiersanchezsoriano/traffic-images-captured-from-uavs