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.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Fiona, Driciru, Denish, Ajani
Άλλοι συγγραφείς:	Chakrabarty, Amitabha
Μορφή:	Thesis
Γλώσσα:	English
Έκδοση:	Brac University 2024
Θέματα:	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.
Διαθέσιμο Online:	http://hdl.handle.net/10361/23945

Παρόμοια τεκμήρια

Plant leaf disease identification
ανά: Hasan Mahin, Mohammad Rakibul, κ.ά.
Έκδοση: (2024)

An efficient deep learning approach to detect skin Cancer
ανά: Islam, Ashfaqul, κ.ά.
Έκδοση: (2022)

Classification of peripheral blood cell images using deep learning
ανά: Aadi, Oyshik Ahmed, κ.ά.
Έκδοση: (2024)

RetinalNet-500: a newly developed CNN model for eye disease detection
ανά: Toki, Sadikul Alim, κ.ά.
Έκδοση: (2023)

Deep learning based early Glaucoma detection
ανά: Islam, Aabrar, κ.ά.
Έκδοση: (2024)

Corn leaf disease detection using deep convolution neural network
ανά: Rabbi, Rawhatur, κ.ά.
Έκδοση: (2023)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
ανά: Ghosh, Kawshik Kumar, κ.ά.
Έκδοση: (2023)

An efficient deep learning approach to detect citrus leaves disease
ανά: Emon, Shaharear Hossain, κ.ά.
Έκδοση: (2024)

A modern technique to detect potholes by Computer Vision and Deep Learning
ανά: Saif, Muntasir Mahmud, κ.ά.
Έκδοση: (2023)

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

Leveraging sequential deep learning models for detecting multitude of human action categories
ανά: Pranta, Kazi Al Refat, κ.ά.
Έκδοση: (2024)

A deep learning approach towards soft biometrics attributes prediction using CNN
ανά: Kibria, Maharab, κ.ά.
Έκδοση: (2022)

Deep learning-based waste classification system for efficient waste management
ανά: Nakib, Abdullah Al, κ.ά.
Έκδοση: (2022)

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
ανά: Nawrin, Ishrat Nur, κ.ά.
Έκδοση: (2023)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
ανά: Hasan, M. M. Kamrul, κ.ά.
Έκδοση: (2022)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
ανά: Sagor, Mostofa Kamal, κ.ά.
Έκδοση: (2021)

Predicting crime using deep learning
ανά: Shihab, Muhammad Nafees, κ.ά.
Έκδοση: (2024)

Damaged road detection using Image Processing and Deep Learning
ανά: Swadesh, Shimran Mahbub, κ.ά.
Έκδοση: (2022)

Intracranial hemorrhage detection using CNN-LSTM fusion model
ανά: Ahmed, Kazi sabab, κ.ά.
Έκδοση: (2022)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
ανά: Datta, Nirjhor, κ.ά.
Έκδοση: (2024)

Real time dynamic facial recognition of subject at motion using angular image
ανά: Tasneem, Sharah, κ.ά.
Έκδοση: (2024)

Diabetic retinopathy detection and classification by using deep learning
ανά: Hossain, Shahriar, κ.ά.
Έκδοση: (2022)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
ανά: Haque, Hossain MD. Hasibul, κ.ά.
Έκδοση: (2024)

Deep Learning based Medicinal Plants Leaf Recognition
ανά: Mahalanabish, Tonusri
Έκδοση: (2023)

Document template identification and data extraction using machine learning and deep learning approach
ανά: Roy, Kaushik, κ.ά.
Έκδοση: (2024)

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques
ανά: Ahasan, Md. Mubtasim, κ.ά.
Έκδοση: (2022)

Visual object classification from fMRI data
ανά: Newaz, Syed Mishar, κ.ά.
Έκδοση: (2022)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
ανά: Sakir, Adnan, κ.ά.
Έκδοση: (2023)

Predicting regional accents of Bengali language using deep learning
ανά: Ibrahim, Md. Abu, κ.ά.
Έκδοση: (2022)

Yoga posture recognition using the deep learning process
ανά: Islam, Abidul, κ.ά.
Έκδοση: (2023)

Application of deep learning in MRI classification of Schizophrenia
ανά: Joyee, Ramisa Fariha, κ.ά.
Έκδοση: (2024)

Deep learning-based real-time pothole detection for avoiding road accident
ανά: Basher, Rafsan, κ.ά.
Έκδοση: (2022)

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

Prostate cancer detection using deep learning neural network with transfer learning approach
ανά: Badhon, Ariful Islam Mahmud, κ.ά.
Έκδοση: (2022)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
ανά: Ifty, Md. Hasin Sarwar, κ.ά.
Έκδοση: (2024)

Detection of alzheimer's disease using deep learning
ανά: Hasan, Mahmudul, κ.ά.
Έκδοση: (2021)

Bang-lish sentiment classification using deep learning
ανά: Saleheen, Abrar, κ.ά.
Έκδοση: (2023)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
ανά: Ferdous, Md.Rubaiat, κ.ά.
Έκδοση: (2024)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
ανά: Hossain, Mainul, κ.ά.
Έκδοση: (2022)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
ανά: Reza, S. M. Mushfiq, κ.ά.
Έκδοση: (2024)