International Journal of Informatics and Computation
Vol 2 No 2 (2020): International Journal of Informatics and Computation

Implementation of CNN for Plant Leaf Classification

Mohammad Diqi (Universitas Respati Yogyakarta)
Sri Hasta Mulyani (Unknown)



Article Info

Publish Date
10 Mar 2021

Abstract

Many deep learning-based approaches for plant leaf stress identification have been proposed in the literature, but there are only a few partial efforts to summarize various contributions. This study aims to build a classification model to enable people or traditional medicine experts to detect medicinal plants by using a scanning camera. This Android-based application implements the Java programming language and labels using the Python programming language to build deep learning applications. The study aims to construct a deep learning model for image classification for plant leaves that can help people determine the types of medicinal plants based on android. This research can help the public recognize five types of medicinal plants, including spinach Duri, Javanese ginseng, Dadap Serep, and Moringa. In this study, the accuracy is 0.86, precision 0.22, f-1 score 0.23, while recall is 0.2375.

Copyrights © 2020






Journal Info

Abbrev

ijicom

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

International Journal of Informatics and Computation (IJICOM) is an international, peer-reviewed, open-access journal, which publishes original theoretical and empirical work on the science of informatics and its application in multiple fields. Our concept of Informatics includes technologies of ...