Leaf disease detection in plant care using CNN architecture: AlexNet and ResNet-50 models

QR Code

Leaf disease detection in plant care using CNN architecture: AlexNet and ResNet-50 models

Global agricultural productivity is integral to fulfilling basic nutrition needs and economic growth. Moreover, plants are essential in protecting the environment and food chain balance. However, plant growth and health naturally depend on whether they are affected by various diseases. Agricultural...

Full description

Bibliographic Details
Main Authors:	Ajra, Husnul, Mazlina, Abdul Majid, Islam, Md. Shohidul, Dahlan, Abdullah
Format:	Article
Language:	English
Published:	Indonesian Society for Knowledge and Human Development 2024
Subjects:	QA75 Electronic computers. Computer science
Online Access:	https://umpir.ump.edu.my/id/eprint/43730/

Similar Items

Classification of colorectal cancer using ResNet and EfficientNet models
by: Abhishek, ., et al.
Published: (2024)

Finger vein identification based on transfer learning of AlexNet
by: Fairuz, Subha, et al.
Published: (2018)

Effective pneumonia detection using ResNet based transfer learning
by: Ansari, Naseem, et al.
Published: (2020)

Transfer Learning on Inception ResNet V2 For Expiry Reminder: A Mobile Application Development
by: Ong, Wi Yi
Published: (2020)

Comparative analysis of deepfake image detection method using VGG16, VGG19 and ResNet50
by: Ashani, Zahra Nazemi, et al.
Published: (2024)

The employment of transfer learning for Covid-19 diagnostics: A ResNet evaluation
by: Amiir Haamzah, Mohamed Ismail, et al.
Published: (2022)

Key Points' location in infrared images of the human body based on Mscf-ResNet
by: Ge, Shengguo, et al.
Published: (2021)

ReSTiNet : On improving the performance of Tiny-YOLO-Based CNN architecture for applications in human detection
by: Sumit, Shahriar Shakir, et al.
Published: (2022)

IoT-enabled smart cities towards green energy systems: A review
by: Ajra, Husnul, et al.
Published: (2024)

Design and analysis of smart lighting system for room environments using simulation supporting diverse light bulbs
by: Ajra, Husnul, et al.
Published: (2025)

Brain lesion image segmentation using modified U-NET architecture
by: Lee, Xin Yin, et al.
Published: (2024)

An optimal way of subcutaneous vein detection using CNN: U-Net
by: Thong, Adrian Kheng Hoeng
Published: (2022)

Grammars controlled by Petri Nets
by: Dassow, Juergen, et al.
Published: (2012)

A Survey of Petri Net Tools
by: Thong, Weng Jie, et al.
Published: (2015)

Reverse Watson-Crick Petri nets
by: Mohamad Jan, Nurhidaya, et al.
Published: (2014)

Enhanced Se-Resnet 101 For Food Image Segmentation
by: Abuowaida, Suhaila Farhan Ahmad
Published: (2022)

Languages of watson-crick petri net
by: Mohamad Jan, Nurhidaya, et al.
Published: (2014)

Place-Labeled Petri Net Controlled Grammars
by: Mohamad Jan, Nurhidaya, et al.
Published: (2016)

Place-labelled petri net controlled grammars
by: Mohamad Jan, Nurhidaya, et al.
Published: (2017)

A new variant of Petri net controlled grammars
by: Mohamad Jan, Nurhidaya, et al.
Published: (2015)

Towards agent-based petri net decision making modelling for cloud service composition: A literature survey
by: Ahmed, Firas D., et al.
Published: (2019)

BDD-Net: an end-to-end multiscale residual CNN for earthquake-induced building damage detection
by: Seydi, Seyd Teymoor, et al.
Published: (2022)

Transformer-based model with CNN and CapsNets to improve Malay hate speech detection in tweets
by: Mustapha, Norwati, et al.
Published: (2024)

An evaluation of security features for preventing illegal distribution of digital content using quantitative methods
by: Muhammad Isma Farhan, Mohd Raza, et al.
Published: (2025)

The Net has everything, but can it be trusted?
by: Abd Razak, Dzulkifli
Published: (2008)

k-Watson-Crick Petri net controlled grammars
by: Mohamad Jan, Nurhidaya, et al.
Published: (2015)

Parallel firing strategy on petri nets: a review
by: Mavlankulov, Gairatzhan, et al.
Published: (2015)

Journey into the net / Malarvili Gopal Krishnan, Meenambigai Bathumalai
by: Malarvili, Gopal Krishnan, et al.
Published: (2004)

Single and Replicated Simulations for Colored Petri Nets Nondeterministic Network
by: Adhipta, D., et al.
Published: (2010)

Implementation of RIO in UMJaNetSim / Chan Chin We
by: Chan, Chin We
Published: (2004)

Watson-Crick petri net languages: the effect of labeling strategies
by: Mohamad Jan, Nurhidaya, et al.
Published: (2014)

IoT-driven sustainable green energy systems in an organization: Issues and challenges
by: Ajra, Husnul, et al.
Published: (2023)

A Framework of universities' smart campus to detect and mitigate vulnerabilities for IoT devices
by: Mazlina, Abdul Majid, et al.
Published: (2023)

Blockchain-enabled Secure Privacy-preserving System for Public Health-center Data
by: Islam, Md. Shohidul, et al.
Published: (2023)

The impact of the soft errors in convolutional neural network on GPUS: Alexnet as case study
by: Adam Ismail Hammad, Khalid, et al.
Published: (2021)

Structural properties of place-labeled Petri net controlled grammars
by: Mohamad Jan, Nurhidaya, et al.
Published: (2014)

State machine of place-labelled petri net controlled grammars
by: Mohamad Jan, Nurhidaya, et al.
Published: (2017)

Implementation of differentiated services in UMJaNetSim / Tan Geck Hiang
by: Tan , Geck Hiang
Published: (2004)

Watson-Crick Petri net languages with finite sets of final markings
by: Mohamad Jan, Nurhidaya, et al.
Published: (2014)

Fingerprint authentication-based traffic offence control and enforcement system on smart mobile devices for smart city
by: Parameswaran, Kirtika A. P. S., et al.
Published: (2022)