Towards solving perception based autonomous driving assistant system

Towards solving perception based autonomous driving assistant system

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:	Hossain, Md. Arafat, Rahman, Md. Sazidur, Islam, Md. Jisan Bin, Bhuiyan, Sazzad Alam
Rannpháirtithe:	Rahman, Md. Khalilur
Formáid:	Tráchtas
Teanga:	English
Foilsithe / Cruthaithe:	Brac University 2022
Ábhair:	Object detection Prediction Max pooling Convolutional neural network Machine learning Neural networks (Computer science)
Rochtain ar líne:	http://hdl.handle.net/10361/16322

Míreanna comhchosúla

Analysis of training time optimization for self-driving car using alternate max pooling layers
de réir: Arefin, Kazi Ridwan, et al.
Foilsithe / Cruthaithe: (2018)

Visual object recognition using deep convolutional neural network
de réir: Ahmed, Sabbir
Foilsithe / Cruthaithe: (2017)

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

Detection of skin cancer using Convolutional neural network
de réir: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Foilsithe / Cruthaithe: (2020)

Pneumonia Disease detection using the convolutional neural network
de réir: Ashrafee, Md. Iftid, et al.
Foilsithe / Cruthaithe: (2024)

Malware detection in blockchain using CNN
de réir: Alam, Afreen, et al.
Foilsithe / Cruthaithe: (2021)

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
de réir: Tasawar, Ihtyaz Kader, et al.
Foilsithe / Cruthaithe: (2021)

Leaf classification by feature extraction using CNN
de réir: Bhuiyan, Md. Mazharul Islam, et al.
Foilsithe / Cruthaithe: (2020)

Semantic text extraction from CAPTCHA using Neural Networking
de réir: Chowdhury, Iftekhar Kabir, et al.
Foilsithe / Cruthaithe: (2022)

Detection and recognition of Bangladeshi fishes using surf features and CNN classifier
de réir: Shuhin, Syed Adiba, et al.
Foilsithe / Cruthaithe: (2019)

Smart surveillance system for identifying bikers without helmets using deep learning
de réir: Hossain, MD. Iqbal, et al.
Foilsithe / Cruthaithe: (2020)

Crime scene prediction by detecting threatening objects using convolutional neural network
de réir: Nakib, Mohammad, et al.
Foilsithe / Cruthaithe: (2017)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
de réir: Ali, Syed Muaz
Foilsithe / Cruthaithe: (2023)

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

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

Detection and classification of Mango Leaf diseases utilizing convolutional neural network models
de réir: Ferdous, Md.Rubaiat, et al.
Foilsithe / Cruthaithe: (2024)

Efficient image processing and machine learning approach for predicting retinal diseases
de réir: Hasib, Mehadi Hasan, et al.
Foilsithe / Cruthaithe: (2021)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
de réir: Ghosh, Swapnil, et al.
Foilsithe / Cruthaithe: (2024)

Analysis of malware prediction based on infection rate using machine learning techniques
de réir: Zawad, Safir, et al.
Foilsithe / Cruthaithe: (2020)

Bangla license plate recognition using convolutional neural networks (CNN)
de réir: Rahman, M M Shaifur
Foilsithe / Cruthaithe: (2018)

An in depth analysis of neural network with application in finance
de réir: Tasnim, Noshin, et al.
Foilsithe / Cruthaithe: (2019)

Deep learning-based hybrid multi-task model for adrenocortical carcinoma segmentation and classification
de réir: Datta, Nirjhor, et al.
Foilsithe / Cruthaithe: (2024)

Dynamic image analysis for abnormal behavior detection
de réir: Ahmed, Md. Ashik, et al.
Foilsithe / Cruthaithe: (2017)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
de réir: Ifty, Md. Hasin Sarwar, et al.
Foilsithe / Cruthaithe: (2024)

Comparison of deep transfer learning models for cancer diagnosis
de réir: Joya, Nadia Islam, et al.
Foilsithe / Cruthaithe: (2023)

Smoke detection using deep Convolutional neural network
de réir: Niloy, Wahidul Hasan, et al.
Foilsithe / Cruthaithe: (2021)

Deep learning based early Glaucoma detection
de réir: Islam, Aabrar, et al.
Foilsithe / Cruthaithe: (2024)

A system to prevent social violence using convolutional neural network
de réir: Akter, Sanzida, et al.
Foilsithe / Cruthaithe: (2023)

A computer vision based approach for stalking detection using CNN-LSTM hybrid model
de réir: Iqbal, Shahriar, et al.
Foilsithe / Cruthaithe: (2023)

Tri-modal ensemble for enhanced Bangla sign language recognition
de réir: Shams, Khan Abrar, et al.
Foilsithe / Cruthaithe: (2024)

Human activity recognition and authentication system
de réir: ALam, Md. Zubaer
Foilsithe / Cruthaithe: (2024)

Design and evaluation of convolutional neural network for detection of Alzheimer’s disease using MRI data
de réir: Mahbub, Riasat, et al.
Foilsithe / Cruthaithe: (2022)

Enhanced medical image analysis: leveraging CUDA for fast and accurate Pneumonia detection with optimized CNNs
de réir: Alvi, Md.Waseq Alauddin
Foilsithe / Cruthaithe: (2024)

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

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

Surveillance in Maritime Scenario using Deep-Learning and Swarm Intelligence
de réir: Islam, Nazmul, et al.
Foilsithe / Cruthaithe: (2022)

Explainable Deepfake video detection using Convolutional Neural Network and CapsuleNet
de réir: Ishrak, Gazi Hasin, et al.
Foilsithe / Cruthaithe: (2022)

Human Activity Recognition using wearable body sensor by machine learning approach
de réir: Promi, Sadia Tangim, et al.
Foilsithe / Cruthaithe: (2020)

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

Pyramid pooling enhanced ResUNet for accurate 3D brain image segmentation
de réir: Mollah, Md. Shawon, et al.
Foilsithe / Cruthaithe: (2024)