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.

Podrobná bibliografie
Hlavní autoři:	Fiona, Driciru, Denish, Ajani
Další autoři:	Chakrabarty, Amitabha
Médium:	Diplomová práce
Jazyk:	English
Vydáno:	Brac University 2024
Témata:	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.
On-line přístup:	http://hdl.handle.net/10361/23945

Podobné jednotky

Plant leaf disease identification
Autor: Hasan Mahin, Mohammad Rakibul, a další
Vydáno: (2024)

An efficient deep learning approach to detect skin Cancer
Autor: Islam, Ashfaqul, a další
Vydáno: (2022)

Classification of peripheral blood cell images using deep learning
Autor: Aadi, Oyshik Ahmed, a další
Vydáno: (2024)

RetinalNet-500: a newly developed CNN model for eye disease detection
Autor: Toki, Sadikul Alim, a další
Vydáno: (2023)

Deep learning based early Glaucoma detection
Autor: Islam, Aabrar, a další
Vydáno: (2024)

Corn leaf disease detection using deep convolution neural network
Autor: Rabbi, Rawhatur, a další
Vydáno: (2023)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
Autor: Ghosh, Kawshik Kumar, a další
Vydáno: (2023)

An efficient deep learning approach to detect citrus leaves disease
Autor: Emon, Shaharear Hossain, a další
Vydáno: (2024)

A modern technique to detect potholes by Computer Vision and Deep Learning
Autor: Saif, Muntasir Mahmud, a další
Vydáno: (2023)

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

Leveraging sequential deep learning models for detecting multitude of human action categories
Autor: Pranta, Kazi Al Refat, a další
Vydáno: (2024)

A deep learning approach towards soft biometrics attributes prediction using CNN
Autor: Kibria, Maharab, a další
Vydáno: (2022)

Deep learning-based waste classification system for efficient waste management
Autor: Nakib, Abdullah Al, a další
Vydáno: (2022)

A comparative analysis of deep learning and hybrid models to diagnose multi-class skin cancer
Autor: Nawrin, Ishrat Nur, a další
Vydáno: (2023)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
Autor: Hasan, M. M. Kamrul, a další
Vydáno: (2022)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
Autor: Sagor, Mostofa Kamal, a další
Vydáno: (2021)

Predicting crime using deep learning
Autor: Shihab, Muhammad Nafees, a další
Vydáno: (2024)

Damaged road detection using Image Processing and Deep Learning
Autor: Swadesh, Shimran Mahbub, a další
Vydáno: (2022)

Intracranial hemorrhage detection using CNN-LSTM fusion model
Autor: Ahmed, Kazi sabab, a další
Vydáno: (2022)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
Autor: Datta, Nirjhor, a další
Vydáno: (2024)

Real time dynamic facial recognition of subject at motion using angular image
Autor: Tasneem, Sharah, a další
Vydáno: (2024)

Diabetic retinopathy detection and classification by using deep learning
Autor: Hossain, Shahriar, a další
Vydáno: (2022)

In-depth analysis of deep learning architectures for brain tumor classification in MRI scans
Autor: Haque, Hossain MD. Hasibul, a další
Vydáno: (2024)

Deep Learning based Medicinal Plants Leaf Recognition
Autor: Mahalanabish, Tonusri
Vydáno: (2023)

Document template identification and data extraction using machine learning and deep learning approach
Autor: Roy, Kaushik, a další
Vydáno: (2024)

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques
Autor: Ahasan, Md. Mubtasim, a další
Vydáno: (2022)

Visual object classification from fMRI data
Autor: Newaz, Syed Mishar, a další
Vydáno: (2022)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
Autor: Sakir, Adnan, a další
Vydáno: (2023)

Predicting regional accents of Bengali language using deep learning
Autor: Ibrahim, Md. Abu, a další
Vydáno: (2022)

Yoga posture recognition using the deep learning process
Autor: Islam, Abidul, a další
Vydáno: (2023)

Application of deep learning in MRI classification of Schizophrenia
Autor: Joyee, Ramisa Fariha, a další
Vydáno: (2024)

Deep learning-based real-time pothole detection for avoiding road accident
Autor: Basher, Rafsan, a další
Vydáno: (2022)

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

Prostate cancer detection using deep learning neural network with transfer learning approach
Autor: Badhon, Ariful Islam Mahmud, a další
Vydáno: (2022)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
Autor: Ifty, Md. Hasin Sarwar, a další
Vydáno: (2024)

Detection of alzheimer's disease using deep learning
Autor: Hasan, Mahmudul, a další
Vydáno: (2021)

Bang-lish sentiment classification using deep learning
Autor: Saleheen, Abrar, a další
Vydáno: (2023)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
Autor: Ferdous, Md.Rubaiat, a další
Vydáno: (2024)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
Autor: Hossain, Mainul, a další
Vydáno: (2022)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
Autor: Reza, S. M. Mushfiq, a další
Vydáno: (2024)