Leveraging deep learning algorithms for the timely detection of diseases in bean leaves

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Dades bibliogràfiques
Autors principals:	Fiona, Driciru, Denish, Ajani
Altres autors:	Chakrabarty, Amitabha
Format:	Thesis
Idioma:	English
Publicat:	Brac University 2024
Matèries:	Bean rust Angular leaf spot Convolutional neural network CNN Machine learning Deep learning Cognitive learning theory (Deep learning). Image processing. Leaves > Diseases > Diagnosis. Artificial intelligence.
Accés en línia:	http://hdl.handle.net/10361/23945

Ítems similars

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

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

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

RetinalNet-500: a newly developed CNN model for eye disease detection
per: Toki, Sadikul Alim, et al.
Publicat: (2023)

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

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

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
per: Ghosh, Kawshik Kumar, et al.
Publicat: (2023)

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

A modern technique to detect potholes by Computer Vision and Deep Learning
per: Saif, Muntasir Mahmud, et al.
Publicat: (2023)

DeepWPD: A deep learning based wavelet packet decomposition to remove Moiré pattern from screen capture images.
per: Khan, Ibrahim
Publicat: (2023)

Leveraging sequential deep learning models for detecting multitude of human action categories
per: Pranta, Kazi Al Refat, et al.
Publicat: (2024)

A deep learning approach towards soft biometrics attributes prediction using CNN
per: Kibria, Maharab, et al.
Publicat: (2022)

Deep learning-based waste classification system for efficient waste management
per: Nakib, Abdullah Al, et al.
Publicat: (2022)

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
per: Nawrin, Ishrat Nur, et al.
Publicat: (2023)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
per: Hasan, M. M. Kamrul, et al.
Publicat: (2022)

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

Predicting crime using deep learning
per: Shihab, Muhammad Nafees, et al.
Publicat: (2024)

Damaged road detection using Image Processing and Deep Learning
per: Swadesh, Shimran Mahbub, et al.
Publicat: (2022)

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

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

Real time dynamic facial recognition of subject at motion using angular image
per: Tasneem, Sharah, et al.
Publicat: (2024)

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

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
per: Haque, Hossain MD. Hasibul, et al.
Publicat: (2024)

Deep Learning based Medicinal Plants Leaf Recognition
per: Mahalanabish, Tonusri
Publicat: (2023)

Document template identification and data extraction using machine learning and deep learning approach
per: Roy, Kaushik, et al.
Publicat: (2024)

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

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

Skin cancer detection and classification using multiple optimized deep convolutional neural network
per: Sakir, Adnan, et al.
Publicat: (2023)

Predicting regional accents of Bengali language using deep learning
per: Ibrahim, Md. Abu, et al.
Publicat: (2022)

Yoga posture recognition using the deep learning process
per: Islam, Abidul, et al.
Publicat: (2023)

Application of deep learning in MRI classification of Schizophrenia
per: Joyee, Ramisa Fariha, et al.
Publicat: (2024)

Deep learning-based real-time pothole detection for avoiding road accident
per: Basher, Rafsan, et al.
Publicat: (2022)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
per: Hossain, Prommy Sultana
Publicat: (2022)

Prostate cancer detection using deep learning neural network with transfer learning approach
per: Badhon, Ariful Islam Mahmud, et al.
Publicat: (2022)

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

Detection of alzheimer's disease using deep learning
per: Hasan, Mahmudul, et al.
Publicat: (2021)

Bang-lish sentiment classification using deep learning
per: Saleheen, Abrar, et al.
Publicat: (2023)

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

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
per: Hossain, Mainul, et al.
Publicat: (2022)

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