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.

ग्रंथसूची विवरण
मुख्य लेखक:	Khanom, Nazifa
अन्य लेखक:	Hossain, Muhammad Iqbal
स्वरूप:	Project report
भाषा:	English
प्रकाशित:	Brac University 2024
विषय:	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.
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/24033

समान संसाधन

Plant leaf disease identification
द्वारा: Hasan Mahin, Mohammad Rakibul, और अन्य
प्रकाशित: (2024)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
द्वारा: Ferdous, Md.Rubaiat, और अन्य
प्रकाशित: (2024)

Deep learning based early Glaucoma detection
द्वारा: Islam, Aabrar, और अन्य
प्रकाशित: (2024)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
द्वारा: Fiona, Driciru, और अन्य
प्रकाशित: (2024)

Efficient image processing and machine learning approach for predicting retinal diseases
द्वारा: Hasib, Mehadi Hasan, और अन्य
प्रकाशित: (2021)

Tomato leaf disease detection using convolutional neural network
द्वारा: Hasan, Md. Riazul, और अन्य
प्रकाशित: (2023)

Pneumonia Disease detection using the convolutional neural network
द्वारा: Ashrafee, Md. Iftid, और अन्य
प्रकाशित: (2024)

Early detection of parkinson’s disease using image processing and artificial neural network
द्वारा: Rumman, Mosarrat, और अन्य
प्रकाशित: (2018)

Disease detection system of mango leaves
द्वारा: Islam, Sabrina, और अन्य
प्रकाशित: (2024)

Plant disease detection using convolutional neural network
द्वारा: Hossain, Mohammad Shifat, और अन्य
प्रकाशित: (2021)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
द्वारा: Mahbub, Riasat, और अन्य
प्रकाशित: (2022)

Automated system for detecting jute plant disease using image processing and machine learning integrated with mobile application
द्वारा: Joyee, Faiza Nuzhat, और अन्य
प्रकाशित: (2016)

Smart detection and classification of fungal disease in rice plants using image processing techniques
द्वारा: Rashed, Akib, और अन्य
प्रकाशित: (2024)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
द्वारा: Khan, Shama, और अन्य
प्रकाशित: (2024)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
द्वारा: Tasawar, Ihtyaz Kader, और अन्य
प्रकाशित: (2021)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
द्वारा: Ifty, Md. Hasin Sarwar, और अन्य
प्रकाशित: (2024)

A PSO-ANLBF based automated feature extraction method
द्वारा: Shakhawat, Sabrina, और अन्य
प्रकाशित: (2018)

Classification of Bangladeshi soil texture using convolutional neural network
द्वारा: Raj, Hafiz Mohiuddin, और अन्य
प्रकाशित: (2023)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
द्वारा: Sagor, Mostofa Kamal, और अन्य
प्रकाशित: (2021)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
द्वारा: Datta, Nirjhor, और अन्य
प्रकाशित: (2024)

Comparison of deep transfer learning models for cancer diagnosis
द्वारा: Joya, Nadia Islam, और अन्य
प्रकाशित: (2023)

Exploring machine learning techniques for symptom-based detection of livestock diseases
द्वारा: Niloy, Mahir Ahmed, और अन्य
प्रकाशित: (2024)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
द्वारा: Uddin, Mohammad Sakib, और अन्य
प्रकाशित: (2024)

Exploring Alzheimer's disease prediction with XAI in various neural network models
द्वारा: Rahman, Quazi Ashikur, और अन्य
प्रकाशित: (2022)

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

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
द्वारा: Sani, Mehedi Hasan, और अन्य
प्रकाशित: (2022)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
द्वारा: Radiah, Faiza, और अन्य
प्रकाशित: (2024)

Clustering and detection of good and bad rail line anchors from images
द्वारा: Islam, Samiul, और अन्य
प्रकाशित: (2017)

An efficient deep learning approach to detect skin Cancer
द्वारा: Islam, Ashfaqul, और अन्य
प्रकाशित: (2022)

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
द्वारा: Ishrak, Gazi Hasin, और अन्य
प्रकाशित: (2022)

Deep Learning based Medicinal Plants Leaf Recognition
द्वारा: Mahalanabish, Tonusri
प्रकाशित: (2023)

An interpretable diagnosis of retinal diseases using vision transformer and Grad-CAM
द्वारा: Bhuiyan, Mahdi Hasan, और अन्य
प्रकाशित: (2024)

Silent voice: harnessing deep learning for lip-reading in Bangla
द्वारा: Shaheen, Munia, और अन्य
प्रकाशित: (2024)

Skin cancer classification for seven types of skin lesions
द्वारा: Rahman, Md. Tawsifur, और अन्य
प्रकाशित: (2024)

Leaf classification by feature extraction using CNN
द्वारा: Bhuiyan, Md. Mazharul Islam, और अन्य
प्रकाशित: (2020)

Smart agriculture management system for rice disease detection and fertilizer
द्वारा: Faiyaz, Md Abrar Hossen, और अन्य
प्रकाशित: (2024)

Detecting Deepfake images using deep convolutional neural network
द्वारा: Dhar, Arpita, और अन्य
प्रकाशित: (2022)

Brain tumor detection with convolutional neural network
द्वारा: Galib, Abrar Tahmid, और अन्य
प्रकाशित: (2024)

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

An efficient deep learning approach to detect neurodegenerative diseases using retinal images
द्वारा: Irfanuddin, Chowdhury Mohammad, और अन्य
प्रकाशित: (2023)