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.

Manylion Llyfryddiaeth
Prif Awduron:	Hossain, Md. Arafat, Rahman, Md. Sazidur, Islam, Md. Jisan Bin, Bhuiyan, Sazzad Alam
Awduron Eraill:	Rahman, Md. Khalilur
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2022
Pynciau:	Object detection Prediction Max pooling Convolutional neural network Machine learning Neural networks (Computer science)
Mynediad Ar-lein:	http://hdl.handle.net/10361/16322

Eitemau Tebyg

Analysis of training time optimization for self-driving car using alternate max pooling layers
gan: Arefin, Kazi Ridwan, et al.
Cyhoeddwyd: (2018)

Visual object recognition using deep convolutional neural network
gan: Ahmed, Sabbir
Cyhoeddwyd: (2017)

Plant disease detection using convolutional neural network
gan: Hossain, Mohammad Shifat, et al.
Cyhoeddwyd: (2021)

Detection of skin cancer using Convolutional neural network
gan: Ahsan, Abu Sa-adat Mohamed Moon-Im Al, et al.
Cyhoeddwyd: (2020)

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

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

Autonomous fault diagnosis of commercially available PV modules using high-end deep learning frameworks
gan: Tasawar, Ihtyaz Kader, et al.
Cyhoeddwyd: (2021)

Leaf classification by feature extraction using CNN
gan: Bhuiyan, Md. Mazharul Islam, et al.
Cyhoeddwyd: (2020)

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

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

Smart surveillance system for identifying bikers without helmets using deep learning
gan: Hossain, MD. Iqbal, et al.
Cyhoeddwyd: (2020)

Crime scene prediction by detecting threatening objects using convolutional neural network
gan: Nakib, Mohammad, et al.
Cyhoeddwyd: (2017)

An efficient deep learning approach for brain tumor detection using 3D convolutional neural network
gan: Ali, Syed Muaz
Cyhoeddwyd: (2023)

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

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

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

Efficient image processing and machine learning approach for predicting retinal diseases
gan: Hasib, Mehadi Hasan, et al.
Cyhoeddwyd: (2021)

Single and multi-view 2D image processing for enhanced 3D object reconstruction
gan: Ghosh, Swapnil, et al.
Cyhoeddwyd: (2024)

Analysis of malware prediction based on infection rate using machine learning techniques
gan: Zawad, Safir, et al.
Cyhoeddwyd: (2020)

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

An in depth analysis of neural network with application in finance
gan: Tasnim, Noshin, et al.
Cyhoeddwyd: (2019)

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

Dynamic image analysis for abnormal behavior detection
gan: Ahmed, Md. Ashik, et al.
Cyhoeddwyd: (2017)

Automated detection of Malignant Lesions in the ovary using deep learning models and XAI
gan: Ifty, Md. Hasin Sarwar, et al.
Cyhoeddwyd: (2024)

Comparison of deep transfer learning models for cancer diagnosis
gan: Joya, Nadia Islam, et al.
Cyhoeddwyd: (2023)

Smoke detection using deep Convolutional neural network
gan: Niloy, Wahidul Hasan, et al.
Cyhoeddwyd: (2021)

Deep learning based early Glaucoma detection
gan: Islam, Aabrar, et al.
Cyhoeddwyd: (2024)

A system to prevent social violence using convolutional neural network
gan: Akter, Sanzida, et al.
Cyhoeddwyd: (2023)

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

Tri-modal ensemble for enhanced Bangla sign language recognition
gan: Shams, Khan Abrar, et al.
Cyhoeddwyd: (2024)

Human activity recognition and authentication system
gan: ALam, Md. Zubaer
Cyhoeddwyd: (2024)

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

Enhanced medical image analysis: leveraging CUDA for fast and accurate Pneumonia detection with optimized CNNs
gan: Alvi, Md.Waseq Alauddin
Cyhoeddwyd: (2024)

Skin cancer classification for seven types of skin lesions
gan: Rahman, Md. Tawsifur, et al.
Cyhoeddwyd: (2024)

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

Surveillance in Maritime Scenario using Deep-Learning and Swarm Intelligence
gan: Islam, Nazmul, et al.
Cyhoeddwyd: (2022)

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

Human Activity Recognition using wearable body sensor by machine learning approach
gan: Promi, Sadia Tangim, et al.
Cyhoeddwyd: (2020)

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)

Pyramid pooling enhanced ResUNet for accurate 3D brain image segmentation
gan: Mollah, Md. Shawon, et al.
Cyhoeddwyd: (2024)