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.

書目詳細資料
Main Authors:	Fiona, Driciru, Denish, Ajani
其他作者:	Chakrabarty, Amitabha
格式:	Thesis
語言:	English
出版:	Brac University 2024
主題:	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.
在線閱讀:	http://hdl.handle.net/10361/23945

相似書籍

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Deep Learning based Medicinal Plants Leaf Recognition
由: Mahalanabish, Tonusri
出版: (2023)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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