Coconut ( Cocos nucifera) tree disease dataset: A dataset for disease detection and classification for machine learning applications

被引：14
|
作者：
Thite, Sandip [1 ]
Suryawanshi, Yogesh [1 ]
Patil, Kailas [1 ]
Chumchu, Prawit [2 ]
机构：
[1] Vishwakarma Univ, Pune, India
[2] Kasetsart Univ, Sriracha, Thailand
来源：
DATA IN BRIEF | 2023年 / 51卷
关键词：
Coconut tree diseases; Disease detection; Disease classification; Machine learning;
D O I：
10.1016/j.dib.2023.109690
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：
The "Coconut ( Cocos nucifera ) Tree Disease Dataset" comprises 5,798 images across five disease categories: "Bud Root Dropping,'' "Bud Rot,'' "Gray Leaf Spot,'' "Leaf Rot,'' and "Stem Bleeding." This dataset is intended for machine learning applications, facilitating disease detection and classification in coconut trees. The dataset's diversity and size make it suitable for training and evaluating disease detection models. The availability of this dataset will support advancements in plant pathology and aid in the sustainable management of coconut plantations. By providing a valuable resource for researchers, this dataset contributes to improved disease management and sustainable coconut plantation practices. (c) 2023 The Authors. Published by Elsevier Inc. This is an open access article under the CC BY license ( http://creativecommons.org/licenses/by/4.0/ )
引用
收藏
页数：9
相关论文
共 50 条
  • [1] Sugarcane leaf dataset: A dataset for disease detection and classification for machine learning applications
    Thite, Sandip
    Suryawanshi, Yogesh
    Patil, Kailas
    Chumchu, Prawit
    DATA IN BRIEF, 2024, 53
  • [2] Acoustic dataset of coconut (Cocos nucifera) based on tapping system
    Caladcad, June Anne
    Piedad Jr, Eduardo
    DATA IN BRIEF, 2023, 47
  • [3] Grape dataset: A dataset for disease prediction and classification for machine learning applications through environmental parameters
    Gawande, Apeksha
    Gadge, Swati Sherekar Sant
    DATA IN BRIEF, 2024, 54
  • [4] Coffee and cashew nut dataset: A dataset for detection, classification, and yield estimation for machine learning applications
    Sanya, Rahman
    Nabiryo, Ann Lisa
    Tusubira, Jeremy Francis
    Murindanyi, Sudi
    Katumba, Andrew
    Nakatumba-Nabende, Joyce
    DATA IN BRIEF, 2024, 52
  • [5] A grapevine leaves dataset for early detection and classification of esca disease in vineyards through machine learning
    Alessandrini, M.
    Rivera, R. Calero Fuentes
    Falaschetti, L.
    Pau, D.
    Tomaselli, V.
    Turchetti, C.
    DATA IN BRIEF, 2021, 35
  • [6] Acoustic dataset of coconut (cocos nucifera) based on tapping system (vol 47, 108936, 2023)
    Caladcad, June Anne
    Piedad, Eduardo
    DATA IN BRIEF, 2023, 48
  • [7] Dataset of infected date palm leaves for palm tree disease detection and classification
    Namoun, Abdallah
    Alkhodre, Ahmad B.
    Sen, Adnan Ahmad Abi
    Alsaawy, Yazed
    Almoamari, Hani
    DATA IN BRIEF, 2024, 57
  • [8] Dataset of dual RNA-sequencing of Phytophthora palmivora infecting coconut (Cocos nucifera L.)
    Gangaraj, K. P.
    Rajesh, M. K.
    DATA IN BRIEF, 2020, 30
  • [9] Classification of Intrusion Detection Dataset using machine learning Approaches
    Subramanyam, Doodipalli
    PROCEEDINGS OF THE 2018 INTERNATIONAL CONFERENCE ON COMPUTATIONAL TECHNIQUES, ELECTRONICS AND MECHANICAL SYSTEMS (CTEMS), 2018, : 280 - 283
  • [10] Agricultural Disease Image Dataset for Disease Identification Based on Machine Learning
    Chen, Lei
    Yuan, Yuan
    BIG SCIENTIFIC DATA MANAGEMENT, 2019, 11473 : 263 - 274
12345