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.

ग्रंथसूची विवरण
मुख्य लेखकों:	Shahriar, Hasan, Shuvo, Protick Sarker, Fahim, Md. Saidul Haque, Sordar, Md Sobuj, Haque, Md Esadul
अन्य लेखक:	Chakrabarty, Amitabha
स्वरूप:	थीसिस
भाषा:	English
प्रकाशित:	Brac University 2022
विषय:	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)
ऑनलाइन पहुंच:	http://hdl.handle.net/10361/16633

समान संसाधन

Tomato leaf disease detection using convolutional neural network
द्वारा: Hasan, Md. Riazul, और अन्य
प्रकाशित: (2023)

Diabetic retinopathy detection and classification by using deep learning
द्वारा: Hossain, Shahriar, और अन्य
प्रकाशित: (2022)

Plant leaf disease identification
द्वारा: Hasan Mahin, Mohammad Rakibul, और अन्य
प्रकाशित: (2024)

Citrus leaf disease detection by image processing
द्वारा: Chowdhury, Mahir Faisal, और अन्य
प्रकाशित: (2024)

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
द्वारा: Ferdous, Md.Rubaiat, और अन्य
प्रकाशित: (2024)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
द्वारा: Choudhury, Prionto Kumar, और अन्य
प्रकाशित: (2024)

Detection of intracranial hemorrhage on CT scan images using convolutional neural network
द्वारा: Rahman, Afridi Ibn, और अन्य
प्रकाशित: (2022)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
द्वारा: Khisa, Pushpakali, और अन्य
प्रकाशित: (2024)

Corn leaf disease detection using deep convolution neural network
द्वारा: Rabbi, Rawhatur, और अन्य
प्रकाशित: (2023)

Prostate cancer detection using deep learning neural network with transfer learning approach
द्वारा: Badhon, Ariful Islam Mahmud, और अन्य
प्रकाशित: (2022)

Brain tumor detection with convolutional neural network
द्वारा: Galib, Abrar Tahmid, और अन्य
प्रकाशित: (2024)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
द्वारा: Promita, Samanta Tabassum, और अन्य
प्रकाशित: (2022)

Alzheimer’s Disease detection and classification using transfer learning techniques and ensembling operations on convolutional neural networks
द्वारा: Awwal, Alvina, और अन्य
प्रकाशित: (2021)

Gender classification in Bangla language using deep learning-based voice analysis
द्वारा: Hakim, Talukder Juhaer, और अन्य
प्रकाशित: (2024)

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
द्वारा: Tahamid, Abu
प्रकाशित: (2021)

Classification of peripheral blood cell images using deep learning
द्वारा: Aadi, Oyshik Ahmed, और अन्य
प्रकाशित: (2024)

Visual object classification from fMRI data
द्वारा: Newaz, Syed Mishar, और अन्य
प्रकाशित: (2022)

Classification of different magnetic structures from image data using deep neural networks
द्वारा: Ibn Hasib, Fahad, और अन्य
प्रकाशित: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
द्वारा: Kowsar, Ibna, और अन्य
प्रकाशित: (2021)

Prediction of acute lymphoid leukemia using Privacy Preserving Neural Network
द्वारा: Khilji, Ishfaque Qamar, और अन्य
प्रकाशित: (2021)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
द्वारा: Ashraf, S.M. Nabil, और अन्य
प्रकाशित: (2021)

Deep Learning based Medicinal Plants Leaf Recognition
द्वारा: Mahalanabish, Tonusri
प्रकाशित: (2023)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
द्वारा: Fiona, Driciru, और अन्य
प्रकाशित: (2024)

An efficient deep learning approach to detect skin Cancer
द्वारा: Islam, Ashfaqul, और अन्य
प्रकाशित: (2022)

Using deep learning algorithms to detect violent activities
द्वारा: Ammar, S.M. Rojin, और अन्य
प्रकाशित: (2019)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
द्वारा: Sagor, Mostofa Kamal, और अन्य
प्रकाशित: (2021)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
द्वारा: Reza, S. M. Mushfiq, और अन्य
प्रकाशित: (2024)

A comparison of deep learning U‐Net architectures for semantic segmentation on panoramic X-ray images
द्वारा: Bin Mushfiq, Rahil, और अन्य
प्रकाशित: (2024)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
द्वारा: Datta, Nirjhor, और अन्य
प्रकाशित: (2024)

Thoracic complication detection on chest X-rays using deep learning
द्वारा: Ratul, Rizwanul Hoque, और अन्य
प्रकाशित: (2021)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
द्वारा: Ifty, Md. Hasin Sarwar, और अन्य
प्रकाशित: (2024)

Detection of coronary artery blockage at an early stage using effective deep learning technique
द्वारा: Promit, Tahmid Ashrafee, और अन्य
प्रकाशित: (2023)

Intracranial hemorrhage detection using CNN-LSTM fusion model
द्वारा: Ahmed, Kazi sabab, और अन्य
प्रकाशित: (2022)

Multi-classification Network for Detecting Skin Diseases using Deep Learning and XAI
द्वारा: Athina, Fahima Hasan, और अन्य
प्रकाशित: (2022)

An efficient ML approach to detect brain tumor using MRI images
द्वारा: Muktadir, MD. Arafat, और अन्य
प्रकाशित: (2024)

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning
द्वारा: Sarmi, Kaniz Fatima, और अन्य
प्रकाशित: (2022)

Retinal Diseases Detection using Deep Learning
द्वारा: Mashfi, Shahriar, और अन्य
प्रकाशित: (2023)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
द्वारा: Bhuiyan, Abir Ahammed, और अन्य
प्रकाशित: (2024)

Analysis of uncertainty in different neural network structures using monte carlo dropout
द्वारा: Islam, Md. Farhadul, और अन्य
प्रकाशित: (2024)

An efficient deep learning approach to detect skin cancer using image data
द्वारा: Chowdhury, Yaser Al Rahman, और अन्य
प्रकाशित: (2023)