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.

التفاصيل البيبلوغرافية
المؤلف الرئيسي:	Khanom, Nazifa
مؤلفون آخرون:	Hossain, Muhammad Iqbal
التنسيق:	Project report
اللغة:	English
منشور في:	Brac University 2024
الموضوعات:	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.
الوصول للمادة أونلاين:	http://hdl.handle.net/10361/24033

مواد مشابهة

Plant leaf disease identification
بواسطة: Hasan Mahin, Mohammad Rakibul, وآخرون
منشور في: (2024)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
بواسطة: Ferdous, Md.Rubaiat, وآخرون
منشور في: (2024)

Deep learning based early Glaucoma detection
بواسطة: Islam, Aabrar, وآخرون
منشور في: (2024)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
بواسطة: Fiona, Driciru, وآخرون
منشور في: (2024)

Efficient image processing and machine learning approach for predicting retinal diseases
بواسطة: Hasib, Mehadi Hasan, وآخرون
منشور في: (2021)

Tomato leaf disease detection using convolutional neural network
بواسطة: Hasan, Md. Riazul, وآخرون
منشور في: (2023)

Pneumonia Disease detection using the convolutional neural network
بواسطة: Ashrafee, Md. Iftid, وآخرون
منشور في: (2024)

Early detection of parkinson’s disease using image processing and artificial neural network
بواسطة: Rumman, Mosarrat, وآخرون
منشور في: (2018)

Disease detection system of mango leaves
بواسطة: Islam, Sabrina, وآخرون
منشور في: (2024)

Plant disease detection using convolutional neural network
بواسطة: Hossain, Mohammad Shifat, وآخرون
منشور في: (2021)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
بواسطة: Mahbub, Riasat, وآخرون
منشور في: (2022)

Automated system for detecting jute plant disease using image processing and machine learning integrated with mobile application
بواسطة: Joyee, Faiza Nuzhat, وآخرون
منشور في: (2016)

Smart detection and classification of fungal disease in rice plants using image processing techniques
بواسطة: Rashed, Akib, وآخرون
منشور في: (2024)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
بواسطة: Khan, Shama, وآخرون
منشور في: (2024)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
بواسطة: Tasawar, Ihtyaz Kader, وآخرون
منشور في: (2021)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
بواسطة: Ifty, Md. Hasin Sarwar, وآخرون
منشور في: (2024)

A PSO-ANLBF based automated feature extraction method
بواسطة: Shakhawat, Sabrina, وآخرون
منشور في: (2018)

Classification of Bangladeshi soil texture using convolutional neural network
بواسطة: Raj, Hafiz Mohiuddin, وآخرون
منشور في: (2023)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
بواسطة: Sagor, Mostofa Kamal, وآخرون
منشور في: (2021)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
بواسطة: Datta, Nirjhor, وآخرون
منشور في: (2024)

Comparison of deep transfer learning models for cancer diagnosis
بواسطة: Joya, Nadia Islam, وآخرون
منشور في: (2023)

Exploring machine learning techniques for symptom-based detection of livestock diseases
بواسطة: Niloy, Mahir Ahmed, وآخرون
منشور في: (2024)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
بواسطة: Uddin, Mohammad Sakib, وآخرون
منشور في: (2024)

Exploring Alzheimer's disease prediction with XAI in various neural network models
بواسطة: Rahman, Quazi Ashikur, وآخرون
منشور في: (2022)

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

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
بواسطة: Sani, Mehedi Hasan, وآخرون
منشور في: (2022)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
بواسطة: Radiah, Faiza, وآخرون
منشور في: (2024)

Clustering and detection of good and bad rail line anchors from images
بواسطة: Islam, Samiul, وآخرون
منشور في: (2017)

An efficient deep learning approach to detect skin Cancer
بواسطة: Islam, Ashfaqul, وآخرون
منشور في: (2022)

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
بواسطة: Ishrak, Gazi Hasin, وآخرون
منشور في: (2022)

Deep Learning based Medicinal Plants Leaf Recognition
بواسطة: Mahalanabish, Tonusri
منشور في: (2023)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
بواسطة: Bhuiyan, Mahdi Hasan, وآخرون
منشور في: (2024)

Silent voice: harnessing deep learning for lip-reading in Bangla
بواسطة: Shaheen, Munia, وآخرون
منشور في: (2024)

Skin cancer classification for seven types of skin lesions
بواسطة: Rahman, Md. Tawsifur, وآخرون
منشور في: (2024)

Leaf classification by feature extraction using CNN
بواسطة: Bhuiyan, Md. Mazharul Islam, وآخرون
منشور في: (2020)

Smart agriculture management system for rice disease detection and fertilizer
بواسطة: Faiyaz, Md Abrar Hossen, وآخرون
منشور في: (2024)

Detecting Deepfake images using deep convolutional neural network
بواسطة: Dhar, Arpita, وآخرون
منشور في: (2022)

Brain tumor detection with convolutional neural network
بواسطة: Galib, Abrar Tahmid, وآخرون
منشور في: (2024)

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

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
بواسطة: Irfanuddin, Chowdhury Mohammad, وآخرون
منشور في: (2023)