Comprehensive dataset of annotated rice panicle image from Bangladesh

被引：2

作者：

Rashid, Mohammad Rifat Ahmmad ^{[1
]}

Hossain, Md. Shafayat ^{[1
]}

Fahim, Md ^{[1
]}

Islam, Md. Shajibul ^{[1
]}

Tahzib-E-Alindo

Prito, Rizvee Hassan ^{[1
]}

Sheikh, Md. Shahadat Anik ^{[1
]}

Ali, Md Sawkat ^{[1
]}

Hasan, Mahamudul ^{[1
]}

Islam, Maheen ^{[1
]}

机构：

[1] East West Univ, Dept Comp Sci & Engn, Dhaka, Bangladesh

来源：

DATA IN BRIEF | 2023年 / 51卷

关键词：

Object detection; Rice panicle; Annotated image; Crop yield estimation; Computer vision;

D O I：

10.1016/j.dib.2023.109772

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

Bangladesh's economy is primarily driven by the agriculture sector. Rice is one of the staple food of Bangladesh. The count of panicles per unit area serves as a widely used in-dicator for estimating rice yield, facilitating breeding efforts, and conducting phenotypic analysis. By calculating the num -ber of panicles within a given area, researchers and farmers can assess crop density, plant health, and prospective pro-duction. The conventional method of estimating rice yields in Bangladesh is time-consuming, inaccurate, and inefficient. To address the challenge of detecting rice panicles, this arti-cle provides a comprehensive dataset of annotated rice pan-icle images from Bangladesh. Data collection was done by a drone equipped with a 4 K resolution camera, and it took place on April 25, 2023, in Bonkhoria Gazipur, Bangladesh. During the day, the drone captured the rice field from var-ious heights and perspectives. After employing various im-age processing techniques for curation and annotation, the dataset was generated using images extracted from drone video clips, which were then annotated with information re-garding rice panicles. The dataset is the largest publicly ac-cessible collection of rice panicle images from Bangladesh, consisting of 2193 original images and 5701 augmented im-ages.(c) 2023 The Author(s). Published by Elsevier Inc. This is an open access article under the CC BY license ( http://creativecommons.org/licenses/by/4.0/ )

引用

页数：10