Leaf classification by feature extraction using CNN

Leaf classification by feature extraction using CNN

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2019.

Manylion Llyfryddiaeth
Prif Awduron:	Bhuiyan, Md. Mazharul Islam, Nowshin, Jakia, Jaheen, Atkiya
Awduron Eraill:	Chakrabarty, Amitabha
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2020
Pynciau:	Convolutional Neural Network CNN Classification
Mynediad Ar-lein:	http://hdl.handle.net/10361/14052

Eitemau Tebyg

Heartbeat sound feature extraction and classification
gan: Bibrity, Fariha Chowdhury, et al.
Cyhoeddwyd: (2020)

Evaluating CNN and Vvsion transformer models for Mango Leaf variety identification
gan: Labiba, Zaima, et al.
Cyhoeddwyd: (2024)

Soiling type classification and prediction of power loss of a PV panel using CNN
gan: Ahmed, Alvi, et al.
Cyhoeddwyd: (2021)

Hate speech detection from social networking posts using CNN and XGBoost
gan: Shahadat, Ashraf Bin, et al.
Cyhoeddwyd: (2020)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
gan: Bhuiyan, Abir Ahammed, et al.
Cyhoeddwyd: (2024)

Efficient Spatio-temporal feature extraction for human action recognition
gan: Ghosh, Dipon Kumar
Cyhoeddwyd: (2022)

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

A computer vision based approach for stalking detection using CNN-LSTM hybrid model
gan: Iqbal, Shahriar, et al.
Cyhoeddwyd: (2023)

Music genre classification with convolutional neural network
gan: Chowdhury, Masud, et al.
Cyhoeddwyd: (2022)

Detection and recognition of Bangladeshi fishes using surf features and CNN classifier
gan: Shuhin, Syed Adiba, et al.
Cyhoeddwyd: (2019)

Classification of Bangladeshi soil texture using convolutional neural network
gan: Raj, Hafiz Mohiuddin, et al.
Cyhoeddwyd: (2023)

Malware detection in blockchain using CNN
gan: Alam, Afreen, et al.
Cyhoeddwyd: (2021)

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

Semantic text extraction from CAPTCHA using Neural Networking
gan: Chowdhury, Iftekhar Kabir, et al.
Cyhoeddwyd: (2022)

Application of deep convolutional neural network in multiclass skin cancer classification using custom CNN architecture
gan: Shafique, Nadia, et al.
Cyhoeddwyd: (2023)

Speech command classification based on deep neural networks
gan: Hossain, Md. Sakib, et al.
Cyhoeddwyd: (2023)

Incorporating deep features extracted from convolutional neural networks to utilize machine learning classifiers for improved identification of Maize Leaf Disease
gan: Khan, Shama, et al.
Cyhoeddwyd: (2024)

Image classification using deep neural network for efficient identification of traffic sign
gan: Saha, Sourajit
Cyhoeddwyd: (2018)

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

Comparison of different CNN architectures for brain tumor detection using fMRI
gan: Mashiat, Afsara, et al.
Cyhoeddwyd: (2021)

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

Bangla license plate recognition using convolutional neural networks (CNN)
gan: Rahman, M M Shaifur
Cyhoeddwyd: (2018)

MalFam: a comprehensive study on malware families with state-of-the-art CNN architectures with classifications and XAI
gan: Haque, Abid Hossain, et al.
Cyhoeddwyd: (2024)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
gan: Rahman, Aryan, et al.
Cyhoeddwyd: (2023)

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
gan: Rahman, Rafeed, et al.
Cyhoeddwyd: (2021)

Pneumonia Disease detection using the convolutional neural network
gan: Ashrafee, Md. Iftid, et al.
Cyhoeddwyd: (2024)

Traumatic meningeal enhancement detection by deep learning-based biomedical image analysis and handcrafted features extraction
gan: Uddin, Mohammad Sakib, et al.
Cyhoeddwyd: (2024)

A deep learning application for real-time debris detection: underwater environment
gan: Sinthia, Afsana Kabir
Cyhoeddwyd: (2024)

Classification of retinal diseases from OCT images using deep learning models
gan: Mokarrom, Md Saif, et al.
Cyhoeddwyd: (2024)

A domain and noise adversarial bird tune classification pipeline using deep neural network
gan: Riya, Aparna Sarker, et al.
Cyhoeddwyd: (2023)

An efficient approach to detect melanoma skin cancer using a custom CNN model
gan: Rahman, K.M Saidur, et al.
Cyhoeddwyd: (2023)

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

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
gan: Mahbub, Riasat, et al.
Cyhoeddwyd: (2022)

Tomato leaf disease detection using convolutional neural network
gan: Hasan, Md. Riazul, et al.
Cyhoeddwyd: (2023)

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
gan: Ishrak, Gazi Hasin, et al.
Cyhoeddwyd: (2022)

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

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

Segmentation based Kidney Tumor Classification using Deep Neural Network
gan: Mehedi, Md Humaion Kabir, et al.
Cyhoeddwyd: (2022)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
gan: Moon, Nowrin Tasnim, et al.
Cyhoeddwyd: (2023)

Computer vision-based Bengali sign language to text generation
gan: Tazalli, Tonjih, et al.
Cyhoeddwyd: (2022)