A deep learning approach towards soft biometrics attributes prediction using CNN

A deep learning approach towards soft biometrics attributes prediction using CNN

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

Библиографические подробности
Главные авторы:	Kibria, Maharab, Tabassum, Ilmi, Ahmed, Fardin, Habib, Nahian
Другие авторы:	Chakrabarty, Amitabha
Формат:	Диссертация
Язык:	English
Опубликовано:	Brac University 2022
Предметы:	Deep learning Prediction Soft biometrics UTKface dataset CNN DenseNet-169 Multi label CNN Machine learning Cognitive learning theory (Deep learning)
Online-ссылка:	http://hdl.handle.net/10361/15868

Схожие документы

Predicting crime using deep learning
по: Shihab, Muhammad Nafees, и др.
Опубликовано: (2024)

Diabetic retinopathy detection and classification by using deep learning
по: Hossain, Shahriar, и др.
Опубликовано: (2022)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
по: Hasan, M. M. Kamrul, и др.
Опубликовано: (2022)

RetinalNet-500: a newly developed CNN model for eye disease detection
по: Toki, Sadikul Alim, и др.
Опубликовано: (2023)

Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
по: Mostafa, Tanzim, и др.
Опубликовано: (2022)

Deep learning-based waste classification system for efficient waste management
по: Nakib, Abdullah Al, и др.
Опубликовано: (2022)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
по: Bhuiyan, Abir Ahammed, и др.
Опубликовано: (2024)

Detection of coronary artery blockage at an early stage using effective deep learning technique
по: Promit, Tahmid Ashrafee, и др.
Опубликовано: (2023)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
по: Nahar, Jannatun, и др.
Опубликовано: (2022)

Corn leaf disease detection using deep convolution neural network
по: Rabbi, Rawhatur, и др.
Опубликовано: (2023)

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
по: Islam, Md. Nazmul, и др.
Опубликовано: (2024)

Citrus leaf disease detection by image processing
по: Chowdhury, Mahir Faisal, и др.
Опубликовано: (2024)

Reinforcement learning based autonomous vehicle for exploration and exploitation of undiscovered track
по: Issa, Razin Bin, и др.
Опубликовано: (2020)

Intracranial hemorrhage detection using CNN-LSTM fusion model
по: Ahmed, Kazi sabab, и др.
Опубликовано: (2022)

An enhanced CNN model for classifying skin cancer
по: Haider, Kazi MD Minhajul, и др.
Опубликовано: (2022)

A deep face-mask detection model using DenseNet169 and image processing techniques
по: Bhowmik, Durjoy, и др.
Опубликовано: (2022)

Application of CNN based architectures in detection of distracted drivers
по: Arafin, Irfana, и др.
Опубликовано: (2023)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
по: Mim, Ankhi Akter, и др.
Опубликовано: (2024)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
по: Radiah, Faiza, и др.
Опубликовано: (2024)

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

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
по: Ismail, Sayem Mohammad, и др.
Опубликовано: (2021)

UI development and functionality testing automation in android application
по: Taus, Shehjad Ali, и др.
Опубликовано: (2024)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
по: Sagor, Mostofa Kamal, и др.
Опубликовано: (2021)

Thoracic complication detection on chest X-rays using deep learning
по: Ratul, Rizwanul Hoque, и др.
Опубликовано: (2021)

Predicting regional accents of Bengali language using deep learning
по: Ibrahim, Md. Abu, и др.
Опубликовано: (2022)

Detection of alzheimer's disease using deep learning
по: Hasan, Mahmudul, и др.
Опубликовано: (2021)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
по: Datta, Nirjhor, и др.
Опубликовано: (2024)

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques
по: Ahasan, Md. Mubtasim, и др.
Опубликовано: (2022)

Document template identification and data extraction using machine learning and deep learning approach
по: Roy, Kaushik, и др.
Опубликовано: (2024)

Deep Learning based Medicinal Plants Leaf Recognition
по: Mahalanabish, Tonusri
Опубликовано: (2023)

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
по: Biswas, Sunanda, и др.
Опубликовано: (2022)

A comparative performance analysis of accident anticipation with deep learning extractors
по: Mostak, Alfi Mashab, и др.
Опубликовано: (2023)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
по: Reza, S. M. Mushfiq, и др.
Опубликовано: (2024)

An interpretable deep learning approach to detect Alzheimer using MRI images
по: Oni, Farhan Anzum, и др.
Опубликовано: (2023)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
по: Fiona, Driciru, и др.
Опубликовано: (2024)

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
по: Bhuiyan, Mazedul Haque, и др.
Опубликовано: (2021)

Image recognition by deep learning
по: Mohiuddin, Karishma, и др.
Опубликовано: (2018)

A modern technique to detect potholes by Computer Vision and Deep Learning
по: Saif, Muntasir Mahmud, и др.
Опубликовано: (2023)

Plant leaf disease identification
по: Hasan Mahin, Mohammad Rakibul, и др.
Опубликовано: (2024)

Gender classification in Bangla language using deep learning-based voice analysis
по: Hakim, Talukder Juhaer, и др.
Опубликовано: (2024)