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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας:	Khanom, Nazifa
Άλλοι συγγραφείς:	Hossain, Muhammad Iqbal
Μορφή:	Project report
Γλώσσα:	English
Έκδοση:	Brac University 2024
Θέματα:	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.
Διαθέσιμο Online:	http://hdl.handle.net/10361/24033

Παρόμοια τεκμήρια

Plant leaf disease identification
ανά: Hasan Mahin, Mohammad Rakibul, κ.ά.
Έκδοση: (2024)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
ανά: Ferdous, Md.Rubaiat, κ.ά.
Έκδοση: (2024)

Deep learning based early Glaucoma detection
ανά: Islam, Aabrar, κ.ά.
Έκδοση: (2024)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
ανά: Fiona, Driciru, κ.ά.
Έκδοση: (2024)

Efficient image processing and machine learning approach for predicting retinal diseases
ανά: Hasib, Mehadi Hasan, κ.ά.
Έκδοση: (2021)

Tomato leaf disease detection using convolutional neural network
ανά: Hasan, Md. Riazul, κ.ά.
Έκδοση: (2023)

Pneumonia Disease detection using the convolutional neural network
ανά: Ashrafee, Md. Iftid, κ.ά.
Έκδοση: (2024)

Early detection of parkinson’s disease using image processing and artificial neural network
ανά: Rumman, Mosarrat, κ.ά.
Έκδοση: (2018)

Disease detection system of mango leaves
ανά: Islam, Sabrina, κ.ά.
Έκδοση: (2024)

Plant disease detection using convolutional neural network
ανά: Hossain, Mohammad Shifat, κ.ά.
Έκδοση: (2021)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
ανά: Mahbub, Riasat, κ.ά.
Έκδοση: (2022)

Automated system for detecting jute plant disease using image processing and machine learning integrated with mobile application
ανά: Joyee, Faiza Nuzhat, κ.ά.
Έκδοση: (2016)

Smart detection and classification of fungal disease in rice plants using image processing techniques
ανά: Rashed, Akib, κ.ά.
Έκδοση: (2024)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
ανά: Khan, Shama, κ.ά.
Έκδοση: (2024)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
ανά: Tasawar, Ihtyaz Kader, κ.ά.
Έκδοση: (2021)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
ανά: Ifty, Md. Hasin Sarwar, κ.ά.
Έκδοση: (2024)

A PSO-ANLBF based automated feature extraction method
ανά: Shakhawat, Sabrina, κ.ά.
Έκδοση: (2018)

Classification of Bangladeshi soil texture using convolutional neural network
ανά: Raj, Hafiz Mohiuddin, κ.ά.
Έκδοση: (2023)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
ανά: Sagor, Mostofa Kamal, κ.ά.
Έκδοση: (2021)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
ανά: Datta, Nirjhor, κ.ά.
Έκδοση: (2024)

Comparison of deep transfer learning models for cancer diagnosis
ανά: Joya, Nadia Islam, κ.ά.
Έκδοση: (2023)

Exploring machine learning techniques for symptom-based detection of livestock diseases
ανά: Niloy, Mahir Ahmed, κ.ά.
Έκδοση: (2024)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
ανά: Uddin, Mohammad Sakib, κ.ά.
Έκδοση: (2024)

Exploring Alzheimer's disease prediction with XAI in various neural network models
ανά: Rahman, Quazi Ashikur, κ.ά.
Έκδοση: (2022)

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

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
ανά: Sani, Mehedi Hasan, κ.ά.
Έκδοση: (2022)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
ανά: Radiah, Faiza, κ.ά.
Έκδοση: (2024)

Clustering and detection of good and bad rail line anchors from images
ανά: Islam, Samiul, κ.ά.
Έκδοση: (2017)

An efficient deep learning approach to detect skin Cancer
ανά: Islam, Ashfaqul, κ.ά.
Έκδοση: (2022)

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
ανά: Ishrak, Gazi Hasin, κ.ά.
Έκδοση: (2022)

Deep Learning based Medicinal Plants Leaf Recognition
ανά: Mahalanabish, Tonusri
Έκδοση: (2023)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
ανά: Bhuiyan, Mahdi Hasan, κ.ά.
Έκδοση: (2024)

Silent voice: harnessing deep learning for lip-reading in Bangla
ανά: Shaheen, Munia, κ.ά.
Έκδοση: (2024)

Skin cancer classification for seven types of skin lesions
ανά: Rahman, Md. Tawsifur, κ.ά.
Έκδοση: (2024)

Leaf classification by feature extraction using CNN
ανά: Bhuiyan, Md. Mazharul Islam, κ.ά.
Έκδοση: (2020)

Smart agriculture management system for rice disease detection and fertilizer
ανά: Faiyaz, Md Abrar Hossen, κ.ά.
Έκδοση: (2024)

Detecting Deepfake images using deep convolutional neural network
ανά: Dhar, Arpita, κ.ά.
Έκδοση: (2022)

Brain tumor detection with convolutional neural network
ανά: Galib, Abrar Tahmid, κ.ά.
Έκδοση: (2024)

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

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
ανά: Irfanuddin, Chowdhury Mohammad, κ.ά.
Έκδοση: (2023)