Avo-AirDB: An avocado UAV Database for agricultural image segmentation and classification

Autor: Khalid EL Amraoui, Mouataz Lghoul, Ayoub Ezzaki, Lhoussaine Masmoudi, Majid Hadri, Hicham Elbelrhiti, Aziz Abdou Simo
Jazyk: angličtina
Rok vydání: 2022
Předmět:
Zdroj: Data in Brief, Vol 45, Iss , Pp 108738- (2022)
Druh dokumentu: article
ISSN: 2352-3409
DOI: 10.1016/j.dib.2022.108738
Popis: Unmanned aerial vehicles (UAVs) with on-board cameras have the advantage of providing Bird-view images (Aerial images). This type of image is considered as a rich source of information especially for intelligent agriculture. A dataset of 984 aerial images of avocado threes is made publicly available with a ground resolution of 2.7 cm per pixel. It has been collected from over 113 Hectares of an avocado farm in ALLAL TAZI region of Morocco using a DJI Phantom 4 Pro UAV. It comprises original bird view and annotated images. The dataset is available at https://data.mendeley.com/datasets/tvhh83r3hj/2
Databáze: Directory of Open Access Journals