Cassava leaf disease classification using deep learning and convolutional neural network ensemble

Cassava leaf disease classification using deep learning and convolutional neural network ensemble

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Shahriar, Hasan, Shuvo, Protick Sarker, Fahim, Md. Saidul Haque, Sordar, Md Sobuj, Haque, Md Esadul
Rannpháirtithe:	Chakrabarty, Amitabha
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2022
Ábhair:	Deep learning Cassava leaf Prediction Decision tree Xception Neural networks EfficientNet B0 Resnet 50 VGG16 Inception V3 DenseNet 121 Machine learning Cognitive learning theory (Deep learning) Neural networks (Computer science)
Rochtain ar líne:	http://hdl.handle.net/10361/16633

Míreanna comhchosúla

Tomato leaf disease detection using convolutional neural network
de réir: Hasan, Md. Riazul, et al.
Foilsithe / Cruthaithe: (2023)

Diabetic retinopathy detection and classification by using deep learning
de réir: Hossain, Shahriar, et al.
Foilsithe / Cruthaithe: (2022)

Plant leaf disease identification
de réir: Hasan Mahin, Mohammad Rakibul, et al.
Foilsithe / Cruthaithe: (2024)

Citrus leaf disease detection by image processing
de réir: Chowdhury, Mahir Faisal, et al.
Foilsithe / Cruthaithe: (2024)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
de réir: Ferdous, Md.Rubaiat, et al.
Foilsithe / Cruthaithe: (2024)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
de réir: Choudhury, Prionto Kumar, et al.
Foilsithe / Cruthaithe: (2024)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
de réir: Rahman, Afridi Ibn, et al.
Foilsithe / Cruthaithe: (2022)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
de réir: Khisa, Pushpakali, et al.
Foilsithe / Cruthaithe: (2024)

Corn leaf disease detection using deep convolution neural network
de réir: Rabbi, Rawhatur, et al.
Foilsithe / Cruthaithe: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
de réir: Badhon, Ariful Islam Mahmud, et al.
Foilsithe / Cruthaithe: (2022)

Brain tumor detection with convolutional neural network
de réir: Galib, Abrar Tahmid, et al.
Foilsithe / Cruthaithe: (2024)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
de réir: Promita, Samanta Tabassum, et al.
Foilsithe / Cruthaithe: (2022)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
de réir: Awwal, Alvina, et al.
Foilsithe / Cruthaithe: (2021)

Gender classification in Bangla language using deep learning-based voice analysis
de réir: Hakim, Talukder Juhaer, et al.
Foilsithe / Cruthaithe: (2024)

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
de réir: Tahamid, Abu
Foilsithe / Cruthaithe: (2021)

Classification of peripheral blood cell images using deep learning
de réir: Aadi, Oyshik Ahmed, et al.
Foilsithe / Cruthaithe: (2024)

Visual object classification from fMRI data
de réir: Newaz, Syed Mishar, et al.
Foilsithe / Cruthaithe: (2022)

Classification of different magnetic structures from image data using deep neural networks
de réir: Ibn Hasib, Fahad, et al.
Foilsithe / Cruthaithe: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
de réir: Kowsar, Ibna, et al.
Foilsithe / Cruthaithe: (2021)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
de réir: Khilji, Ishfaque Qamar, et al.
Foilsithe / Cruthaithe: (2021)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
de réir: Ashraf, S.M. Nabil, et al.
Foilsithe / Cruthaithe: (2021)

Deep Learning based Medicinal Plants Leaf Recognition
de réir: Mahalanabish, Tonusri
Foilsithe / Cruthaithe: (2023)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
de réir: Fiona, Driciru, et al.
Foilsithe / Cruthaithe: (2024)

An efficient deep learning approach to detect skin Cancer
de réir: Islam, Ashfaqul, et al.
Foilsithe / Cruthaithe: (2022)

Using deep learning algorithms to detect violent activities
de réir: Ammar, S.M. Rojin, et al.
Foilsithe / Cruthaithe: (2019)

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

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
de réir: Reza, S. M. Mushfiq, et al.
Foilsithe / Cruthaithe: (2024)

A comparison of deep learning U‐Net architectures for semantic segmentation on panoramic X-ray images
de réir: Bin Mushfiq, Rahil, et al.
Foilsithe / Cruthaithe: (2024)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
de réir: Datta, Nirjhor, et al.
Foilsithe / Cruthaithe: (2024)

Thoracic complication detection on chest X-rays using deep learning
de réir: Ratul, Rizwanul Hoque, et al.
Foilsithe / Cruthaithe: (2021)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
de réir: Ifty, Md. Hasin Sarwar, et al.
Foilsithe / Cruthaithe: (2024)

Detection of coronary artery blockage at an early stage using effective deep learning technique
de réir: Promit, Tahmid Ashrafee, et al.
Foilsithe / Cruthaithe: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
de réir: Ahmed, Kazi sabab, et al.
Foilsithe / Cruthaithe: (2022)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
de réir: Athina, Fahima Hasan, et al.
Foilsithe / Cruthaithe: (2022)

An efficient ML approach to detect brain tumor using MRI images
de réir: Muktadir, MD. Arafat, et al.
Foilsithe / Cruthaithe: (2024)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
de réir: Sarmi, Kaniz Fatima, et al.
Foilsithe / Cruthaithe: (2022)

Retinal Diseases Detection using Deep Learning
de réir: Mashfi, Shahriar, et al.
Foilsithe / Cruthaithe: (2023)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
de réir: Bhuiyan, Abir Ahammed, et al.
Foilsithe / Cruthaithe: (2024)

Analysis of uncertainty in different neural network structures using monte carlo dropout
de réir: Islam, Md. Farhadul, et al.
Foilsithe / Cruthaithe: (2024)

An efficient deep learning approach to detect skin cancer using image data
de réir: Chowdhury, Yaser Al Rahman, et al.
Foilsithe / Cruthaithe: (2023)