Plant leaf disease identification

Plant leaf disease identification

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2023.

Bibliografiset tiedot
Päätekijät:	Hasan Mahin, Mohammad Rakibul, Moonwar, Waheed, Rayhan Chy, Md. Shamsul, Shahriar, Md. Fahim, Rafi, Fahim Faisal
Muut tekijät:	Rasel, Annajiat Alim
Aineistotyyppi:	Opinnäyte
Kieli:	English
Julkaistu:	Brac University 2024
Aiheet:	Neural network Convolutional Neural Network (CNN) Plant leaf disease identification Deep learning XAI Image processing Cognitive learning theory (Deep learning) Plant diseases > Diagnosis
Linkit:	http://hdl.handle.net/10361/22178

Samankaltaisia teoksia

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

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

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

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

PlantGuard: intelligent plant disease detection
Tekijä: Khanom, Nazifa
Julkaistu: (2024)

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

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

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

Classification of peripheral blood cell images using deep learning
Tekijä: Aadi, Oyshik Ahmed, et al.
Julkaistu: (2024)

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

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

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

Plant disease diagnosis using deep transfer learning architectures- VGG19, MobileNetV2 and Inception-V3
Tekijä: Kobra, Khadija-Tul, et al.
Julkaistu: (2022)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
Tekijä: Reza, S. M. Mushfiq, et al.
Julkaistu: (2024)

Visual object recognition using deep convolutional neural network
Tekijä: Ahmed, Sabbir
Julkaistu: (2017)

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

Visual object classification from fMRI data
Tekijä: Newaz, Syed Mishar, et al.
Julkaistu: (2022)

Cassava leaf disease classification using deep learning and convolutional neural network ensemble
Tekijä: Shahriar, Hasan, et al.
Julkaistu: (2022)

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

An efficient deep learning approach to detect citrus leaves disease
Tekijä: Emon, Shaharear Hossain, et al.
Julkaistu: (2024)

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

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
Tekijä: Ashraf, S.M. Nabil, et al.
Julkaistu: (2021)

A decentralized learning-based approach to classify colorectal cancer using Deep Learning Leveraging XAI
Tekijä: Mubin, Kazi Ehsanul, et al.
Julkaistu: (2022)

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

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
Tekijä: Bhuiyan, Abir Ahammed, et al.
Julkaistu: (2024)

A deep learning approach for prediction of ADHD using brain structure
Tekijä: Siam, Shafin Ahad, et al.
Julkaistu: (2024)

Corn leaf disease detection using deep convolution neural network
Tekijä: Rabbi, Rawhatur, et al.
Julkaistu: (2023)

Detection of handwritten text using convolutional neural network
Tekijä: Jasim, Rabib Bin, et al.
Julkaistu: (2024)

Thoracic complication detection on chest X-rays using deep learning
Tekijä: Ratul, Rizwanul Hoque, et al.
Julkaistu: (2021)

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

An efficient deep learning approach to classify white blood cells
Tekijä: Turja, Afif Ibna Kadir Khan, et al.
Julkaistu: (2024)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
Tekijä: Choudhury, Prionto Kumar, et al.
Julkaistu: (2024)

X-Ray classification to detect COVID-19 using ensemble model
Tekijä: Solaiman, Ishmam Ahmed, et al.
Julkaistu: (2021)

Intracranial hemorrhage detection using CNN-LSTM fusion model
Tekijä: Ahmed, Kazi sabab, et al.
Julkaistu: (2022)

Comparative study of X-ray and CT scan images for the detection of COVID-19 using deep learning
Tekijä: Niloy, Ahashan Habib, et al.
Julkaistu: (2021)

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques
Tekijä: Ahasan, Md. Mubtasim, et al.
Julkaistu: (2022)

Diabetic retinopathy detection and classification by using deep learning
Tekijä: Hossain, Shahriar, et al.
Julkaistu: (2022)

Evaluating CNN and Vvsion transformer models for Mango Leaf variety identification
Tekijä: Labiba, Zaima, et al.
Julkaistu: (2024)

Deep Learning based Medicinal Plants Leaf Recognition
Tekijä: Mahalanabish, Tonusri
Julkaistu: (2023)

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