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.

Détails bibliographiques
Auteurs principaux:	Kibria, Maharab, Tabassum, Ilmi, Ahmed, Fardin, Habib, Nahian
Autres auteurs:	Chakrabarty, Amitabha
Format:	Thèse
Langue:	English
Publié:	Brac University 2022
Sujets:	Deep learning Prediction Soft biometrics UTKface dataset CNN DenseNet-169 Multi label CNN Machine learning Cognitive learning theory (Deep learning)
Accès en ligne:	http://hdl.handle.net/10361/15868

Documents similaires

Predicting crime using deep learning
par: Shihab, Muhammad Nafees, et autres
Publié: (2024)

Diabetic retinopathy detection and classification by using deep learning
par: Hossain, Shahriar, et autres
Publié: (2022)

Recall-Net: A CNN-based Model for Four-class Classification of Alzheimer’s Disease
par: Hasan, M. M. Kamrul, et autres
Publié: (2022)

RetinalNet-500: a newly developed CNN model for eye disease detection
par: Toki, Sadikul Alim, et autres
Publié: (2023)

Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
par: Mostafa, Tanzim, et autres
Publié: (2022)

Deep learning-based waste classification system for efficient waste management
par: Nakib, Abdullah Al, et autres
Publié: (2022)

ProteoKnight: phage virion protein classification with CNN and uncertainty quantification
par: Bhuiyan, Abir Ahammed, et autres
Publié: (2024)

Detection of coronary artery blockage at an early stage using effective deep learning technique
par: Promit, Tahmid Ashrafee, et autres
Publié: (2023)

Anomalous behavior detection using Spatio temporal Feature and 3D CNN model for Surveillance
par: Nahar, Jannatun, et autres
Publié: (2022)

Corn leaf disease detection using deep convolution neural network
par: Rabbi, Rawhatur, et autres
Publié: (2023)

Health trauma and well-being assistant for Bengali seniors in household: a multimodal approach
par: Islam, Md. Nazmul, et autres
Publié: (2024)

Citrus leaf disease detection by image processing
par: Chowdhury, Mahir Faisal, et autres
Publié: (2024)

Reinforcement learning based autonomous vehicle for exploration and exploitation of undiscovered track
par: Issa, Razin Bin, et autres
Publié: (2020)

Intracranial hemorrhage detection using CNN-LSTM fusion model
par: Ahmed, Kazi sabab, et autres
Publié: (2022)

An enhanced CNN model for classifying skin cancer
par: Haider, Kazi MD Minhajul, et autres
Publié: (2022)

A deep face-mask detection model using DenseNet169 and image processing techniques
par: Bhowmik, Durjoy, et autres
Publié: (2022)

Application of CNN based architectures in detection of distracted drivers
par: Arafin, Irfana, et autres
Publié: (2023)

EAI4CC: deciphering lung and colon cancer categorization within a federated learning framework harnessing the power of explainable artificial intelligence
par: Mim, Ankhi Akter, et autres
Publié: (2024)

Explainable AI (XAI) driven skin cancer detection using transformer and CNN based architecture
par: Radiah, Faiza, et autres
Publié: (2024)

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

Prediction of glaucoma from fundus images leveraging transfer learning in deep neural network
par: Ismail, Sayem Mohammad, et autres
Publié: (2021)

UI development and functionality testing automation in android application
par: Taus, Shehjad Ali, et autres
Publié: (2024)

An eﬃcient deep learning approach for detecting lung disease from chest X-ray images using transfer learning and ensemble modeling
par: Sagor, Mostofa Kamal, et autres
Publié: (2021)

Thoracic complication detection on chest X-rays using deep learning
par: Ratul, Rizwanul Hoque, et autres
Publié: (2021)

Predicting regional accents of Bengali language using deep learning
par: Ibrahim, Md. Abu, et autres
Publié: (2022)

Detection of alzheimer's disease using deep learning
par: Hasan, Mahmudul, et autres
Publié: (2021)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
par: Datta, Nirjhor, et autres
Publié: (2024)

Classification of respiratory diseases and COVID-19 from respiratory and cough sound using deep learning techniques
par: Ahasan, Md. Mubtasim, et autres
Publié: (2022)

Document template identification and data extraction using machine learning and deep learning approach
par: Roy, Kaushik, et autres
Publié: (2024)

Deep Learning based Medicinal Plants Leaf Recognition
par: Mahalanabish, Tonusri
Publié: (2023)

Implementation of machine learning to estimate the air pollutants such as Carbon dioxide, methane, nitrous oxide and total greenhouse gas emissions in Bangladesh
par: Biswas, Sunanda, et autres
Publié: (2022)

A comparative performance analysis of accident anticipation with deep learning extractors
par: Mostak, Alfi Mashab, et autres
Publié: (2023)

Analysis of transformer and CNN based approaches for classifying renal abnormality from image data
par: Reza, S. M. Mushfiq, et autres
Publié: (2024)

An interpretable deep learning approach to detect Alzheimer using MRI images
par: Oni, Farhan Anzum, et autres
Publié: (2023)

Leveraging deep learning algorithms for the timely detection of diseases in bean leaves
par: Fiona, Driciru, et autres
Publié: (2024)

Cervical Cancer Detection from Cervix Image Using Pap smear Imaging through CNN
par: Bhuiyan, Mazedul Haque, et autres
Publié: (2021)

Image recognition by deep learning
par: Mohiuddin, Karishma, et autres
Publié: (2018)

A modern technique to detect potholes by Computer Vision and Deep Learning
par: Saif, Muntasir Mahmud, et autres
Publié: (2023)

Plant leaf disease identification
par: Hasan Mahin, Mohammad Rakibul, et autres
Publié: (2024)

Gender classification in Bangla language using deep learning-based voice analysis
par: Hakim, Talukder Juhaer, et autres
Publié: (2024)