PlantGuard: intelligent plant disease detection

PlantGuard: intelligent plant disease detection

This project report is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2024.

Manylion Llyfryddiaeth
Prif Awdur:	Khanom, Nazifa
Awduron Eraill:	Hossain, Muhammad Iqbal
Fformat:	Project report
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Leaf textures Texture features CNN Convolutional neural network Image data analysis Deep learning Disease detection Plant diseases > Diagnosis. Neural networks (Computer science) > Agricultural aspects. Artificial intelligence > Applications in agriculture.
Mynediad Ar-lein:	http://hdl.handle.net/10361/24033

Eitemau Tebyg

Plant leaf disease identification
gan: Hasan Mahin, Mohammad Rakibul, et al.
Cyhoeddwyd: (2024)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
gan: Ferdous, Md.Rubaiat, et al.
Cyhoeddwyd: (2024)

Deep learning based early Glaucoma detection
gan: Islam, Aabrar, et al.
Cyhoeddwyd: (2024)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
gan: Fiona, Driciru, et al.
Cyhoeddwyd: (2024)

Efficient image processing and machine learning approach for predicting retinal diseases
gan: Hasib, Mehadi Hasan, et al.
Cyhoeddwyd: (2021)

Tomato leaf disease detection using convolutional neural network
gan: Hasan, Md. Riazul, et al.
Cyhoeddwyd: (2023)

Pneumonia Disease detection using the convolutional neural network
gan: Ashrafee, Md. Iftid, et al.
Cyhoeddwyd: (2024)

Early detection of parkinson’s disease using image processing and artificial neural network
gan: Rumman, Mosarrat, et al.
Cyhoeddwyd: (2018)

Disease detection system of mango leaves
gan: Islam, Sabrina, et al.
Cyhoeddwyd: (2024)

Plant disease detection using convolutional neural network
gan: Hossain, Mohammad Shifat, et al.
Cyhoeddwyd: (2021)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
gan: Mahbub, Riasat, et al.
Cyhoeddwyd: (2022)

Automated system for detecting jute plant disease using image processing and machine learning integrated with mobile application
gan: Joyee, Faiza Nuzhat, et al.
Cyhoeddwyd: (2016)

Smart detection and classification of fungal disease in rice plants using image processing techniques
gan: Rashed, Akib, et al.
Cyhoeddwyd: (2024)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
gan: Khan, Shama, et al.
Cyhoeddwyd: (2024)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
gan: Tasawar, Ihtyaz Kader, et al.
Cyhoeddwyd: (2021)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
gan: Ifty, Md. Hasin Sarwar, et al.
Cyhoeddwyd: (2024)

A PSO-ANLBF based automated feature extraction method
gan: Shakhawat, Sabrina, et al.
Cyhoeddwyd: (2018)

Classification of Bangladeshi soil texture using convolutional neural network
gan: Raj, Hafiz Mohiuddin, et al.
Cyhoeddwyd: (2023)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
gan: Sagor, Mostofa Kamal, et al.
Cyhoeddwyd: (2021)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
gan: Datta, Nirjhor, et al.
Cyhoeddwyd: (2024)

Comparison of deep transfer learning models for cancer diagnosis
gan: Joya, Nadia Islam, et al.
Cyhoeddwyd: (2023)

Exploring machine learning techniques for symptom-based detection of livestock diseases
gan: Niloy, Mahir Ahmed, et al.
Cyhoeddwyd: (2024)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
gan: Uddin, Mohammad Sakib, et al.
Cyhoeddwyd: (2024)

Exploring Alzheimer's disease prediction with XAI in various neural network models
gan: Rahman, Quazi Ashikur, et al.
Cyhoeddwyd: (2022)

Enhanced medical image analysis: leveraging CUDA for fast and accurate Pneumonia detection with optimized CNNs
gan: Alvi, Md.Waseq Alauddin
Cyhoeddwyd: (2024)

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
gan: Sani, Mehedi Hasan, et al.
Cyhoeddwyd: (2022)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
gan: Radiah, Faiza, et al.
Cyhoeddwyd: (2024)

Clustering and detection of good and bad rail line anchors from images
gan: Islam, Samiul, et al.
Cyhoeddwyd: (2017)

An efficient deep learning approach to detect skin Cancer
gan: Islam, Ashfaqul, et al.
Cyhoeddwyd: (2022)

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
gan: Ishrak, Gazi Hasin, et al.
Cyhoeddwyd: (2022)

Deep Learning based Medicinal Plants Leaf Recognition
gan: Mahalanabish, Tonusri
Cyhoeddwyd: (2023)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
gan: Bhuiyan, Mahdi Hasan, et al.
Cyhoeddwyd: (2024)

Silent voice: harnessing deep learning for lip-reading in Bangla
gan: Shaheen, Munia, et al.
Cyhoeddwyd: (2024)

Skin cancer classification for seven types of skin lesions
gan: Rahman, Md. Tawsifur, et al.
Cyhoeddwyd: (2024)

Leaf classification by feature extraction using CNN
gan: Bhuiyan, Md. Mazharul Islam, et al.
Cyhoeddwyd: (2020)

Smart agriculture management system for rice disease detection and fertilizer
gan: Faiyaz, Md Abrar Hossen, et al.
Cyhoeddwyd: (2024)

Detecting Deepfake images using deep convolutional neural network
gan: Dhar, Arpita, et al.
Cyhoeddwyd: (2022)

Brain tumor detection with convolutional neural network
gan: Galib, Abrar Tahmid, et al.
Cyhoeddwyd: (2024)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
gan: Ali, Syed Muaz
Cyhoeddwyd: (2023)

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
gan: Irfanuddin, Chowdhury Mohammad, et al.
Cyhoeddwyd: (2023)