Litcius/Paper detail

BDPapayaLeaf: A dataset of papaya leaf for disease detection, classification, and analysis

Sumaya Mustofa, Md Taimur Ahad, Yousuf Rayhan Emon, Arpita Sarker

2024Data in Brief17 citationsDOIOpen Access PDF

Abstract

. The image will interest data scientists who apply disease detection through a convolutional neural network (CNN) and its variants. Furthermore, the annotated images, such as You Only Look Once (YOLO), U-Net, Mask R-CNN, and Single Shot Detection (SSD), will be helpful for semantic segmentation. Since firm-applicable AI devices and mobile and web applications are in demand, the dataset collected in this study will offer multiple options for integrating ML models into AI devices. In countries with weather and climate similar to Bangladesh, data scientists may use their dataset in that context.

Topics & Concepts

Research articleComputer scienceLibrary sciencePapaya Research and ApplicationsBanana Cultivation and ResearchAgricultural pest management studies