An Analysis on Bengali handwritten conjunct character recognition and prediction

An Analysis on Bengali handwritten conjunct character recognition and prediction

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Sonraí bibleagrafaíochta
Príomhchruthaitheoirí:	Munawar, Maazin, Roy, Yagghaseni Saha, Hussain, Mohammed Mudabbir
Rannpháirtithe:	Islam, Md. Saiful
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2021
Ábhair:	Conjunct Characters Handwritten Neural Networks Bengali Segmentation ResNet-50 ShuffleNet LSTM GoogleNet
Rochtain ar líne:	http://hdl.handle.net/10361/15514

Míreanna comhchosúla

Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
de réir: Reza, Jamil Ur, et al.
Foilsithe / Cruthaithe: (2023)

A Comparative study on Bengali handwritten character recognition and prediction using CNN
de réir: Abrar, Muntaqa, et al.
Foilsithe / Cruthaithe: (2021)

Brain tumor segmentation from MRI images using convolutional neural networks
de réir: Khan, Mushfiqur Rahman
Foilsithe / Cruthaithe: (2024)

Bone age comparison using convolutional neural network
de réir: Nawaz, Fariha, et al.
Foilsithe / Cruthaithe: (2019)

A comparative study of lung cancer prediction using deep learning
de réir: Mugdho, Aka Mohammad, et al.
Foilsithe / Cruthaithe: (2023)

Covid-19 infected lung detection using machine learning
de réir: Islam, Md. Muntaha, et al.
Foilsithe / Cruthaithe: (2022)

Speech command classification based on deep neural networks
de réir: Hossain, Md. Sakib, et al.
Foilsithe / Cruthaithe: (2023)

CancerCare: A reliable and secured self-supervising and interactive system using deep learning
de réir: Khisa, Pushpakali, 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)

Detecting brain tumor using deep neural networks from MRI images
de réir: Imamuzzaman, A.S.M., et al.
Foilsithe / Cruthaithe: (2021)

Non-clinical Covid19 diagnosis on CT-scan, Chest X-ray, and respiratory patterns using deep-learning and signal processing
de réir: Tasnim, Sadia, et al.
Foilsithe / Cruthaithe: (2023)

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

A deep learning approach for pneumonia classiﬁcation from chest X-Ray images with ensemble modelling and explainable AI
de réir: Akhter, Nasrin
Foilsithe / Cruthaithe: (2023)

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

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

An efficient deep learning approach to detect retinal disease using optical coherence tomographic images
de réir: Khan, Farhan Sakib, 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)

Analyzing students’ concentration in online courses through Webcam
de réir: Asif, Md., et al.
Foilsithe / Cruthaithe: (2024)

RansomListener: Ransom call sound investigation using LSTM and CNN Architectures
de réir: Rahman, Rafeed, et al.
Foilsithe / Cruthaithe: (2021)

An Efficient deep learning approach to detect Brain Tumor using MRI images
de réir: Islam, Annur Tasnim, et al.
Foilsithe / Cruthaithe: (2022)

Violent activity detection through surveillance camera using deep learning
de réir: Miah, Parvez, et al.
Foilsithe / Cruthaithe: (2023)

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)

Plant disease detection using convolutional neural network
de réir: Hossain, Mohammad Shifat, et al.
Foilsithe / Cruthaithe: (2021)

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

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
de réir: Moon, Nowrin Tasnim, et al.
Foilsithe / Cruthaithe: (2023)

Isolated bangla handwritten character & digit recognition using convolutional neural network
de réir: Alif, Mujadded Al Rabbani, et al.
Foilsithe / Cruthaithe: (2018)

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

Approaching transfer learning to identify correctly worn facial masks
de réir: Sadid, Tausif, et al.
Foilsithe / Cruthaithe: (2021)

Handwritten character recognition using neural network
de réir: Hussain, Shoumin Rafsun, et al.
Foilsithe / Cruthaithe: (2021)

An efficient face recognition model using multiple angular images and deep neural network architecture
de réir: Subah, Silma, et al.
Foilsithe / Cruthaithe: (2024)

Classiﬁcation of damaged vegetation areas using convolutional neural network over satellite images
de réir: Haque, Samiha, et al.
Foilsithe / Cruthaithe: (2021)

Skin cancer classification for seven types of skin lesions
de réir: Rahman, Md. Tawsifur, et al.
Foilsithe / Cruthaithe: (2024)

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

FoodieCal: a convolutional neural network based food detection and calorie estimation system
de réir: Mashraf, Chowdhury Zerif, et al.
Foilsithe / Cruthaithe: (2021)

Skin lesion classification using different CNN models
de réir: Oli, Md. Yahea Sultan
Foilsithe / Cruthaithe: (2023)

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
de réir: Ismail, Sayem Mohammad, et al.
Foilsithe / Cruthaithe: (2021)

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

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

Machine fault diagnosis using a modified transferable CNN
de réir: Shammi, Sanjana Khan
Foilsithe / Cruthaithe: (2024)

Early detection of cervical cancer using deep neural networks
de réir: Akhund, Atoshi, et al.
Foilsithe / Cruthaithe: (2023)