Density based traffic control system for a four way intersection

Density based traffic control system for a four way intersection

This final year design project is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Electrical and Electronic Engineering, 2023.

Bibliographic Details
Main Authors:	Chowdhury, Faizul Bari, Faruqui, Tahmid Azim, Razzaque, Rylah Marzia, Iqbal, Nayeem
Other Authors:	Hossain Bhuian, Dr. Mohammed Belal
Format:	Project report
Language:	English
Published:	Brac University 2024
Subjects:	Artificial intelligence Deep learning YOLOv5 Datasets IoU Non max spression Image processing > Digital techniques. Cognitive learning theory (Deep learning)
Online Access:	http://hdl.handle.net/10361/22162

Similar Items

A comparison of deep learning U‐Net architectures for semantic segmentation on panoramic X-ray images
by: Bin Mushfiq, Rahil, et al.
Published: (2024)

Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
by: Mostafa, Tanzim, et al.
Published: (2022)

A deep learning approach towards soft biometrics attributes prediction using CNN
by: Kibria, Maharab, et al.
Published: (2022)

A comparative performance analysis of accident anticipation with deep learning extractors
by: Mostak, Alfi Mashab, et al.
Published: (2023)

Recognising license plate from image data using deep learning
by: Golder, Rupam, et al.
Published: (2023)

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

Traffic sign recognition using deep learning
by: Amir, Afia Binte, et al.
Published: (2020)

Deep learning-based real-time pothole detection for avoiding road accident
by: Basher, Rafsan, et al.
Published: (2022)

Document template identification and data extraction using machine learning and deep learning approach
by: Roy, Kaushik, et al.
Published: (2024)

A modern technique to detect potholes by Computer Vision and Deep Learning
by: Saif, Muntasir Mahmud, et al.
Published: (2023)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
by: Sharma, Tanmoyee, et al.
Published: (2021)

Enhancing object clarity in single channel night vision images using deep reinforcement learning
by: Hossain, Adil, et al.
Published: (2021)

Real-time crime detection using convolutional LSTM and YOLOv7
by: Sakiba, Cyrus, et al.
Published: (2023)

Classification of peripheral blood cell images using deep learning
by: Aadi, Oyshik Ahmed, et al.
Published: (2024)

An efficient deep learning approach to detect skin Cancer
by: Islam, Ashfaqul, et al.
Published: (2022)

Application of CNN based architectures in detection of distracted drivers
by: Arafin, Irfana, et al.
Published: (2023)

Facial expression recognition: convolutional attentional masking network and ensemble approach
by: Kowsar, Ibna, et al.
Published: (2021)

Damaged road detection using Image Processing and Deep Learning
by: Swadesh, Shimran Mahbub, et al.
Published: (2022)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
by: Rayhan, Mohammad, et al.
Published: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
by: Islam, Mehafuza, et al.
Published: (2023)

Predicting crime using deep learning
by: Shihab, Muhammad Nafees, et al.
Published: (2024)

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

Corn leaf disease detection using deep convolution neural network
by: Rabbi, Rawhatur, et al.
Published: (2023)

Sentiment analysis on Bangladesh airlines review data using machine learning
by: Hasib, Khan Md.
Published: (2022)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
by: Toufique, S.M, et al.
Published: (2024)

Predicting the outcome of purchasing a hotel package to assist policymakers using machine learning
by: Islam, Zahedul, et al.
Published: (2023)

Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain
by: Joy, Tanvir Ahmed, et al.
Published: (2021)

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

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

Epileptic seizure prediction using bandpass filtering and convolutional neural network
by: Rahman, Tasnia, et al.
Published: (2022)

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

Empowering mobile network planning through deep learning: a path to democratization
by: Nabi, Syed Tauhidun
Published: (2024)

Visual object classification from fMRI data
by: Newaz, Syed Mishar, et al.
Published: (2022)

Real-time mastitis detection in livestock using deep learning and machine learning leveraging edge devices
by: Ghosh, Kawshik Kumar, et al.
Published: (2023)

Implementation of real-time learning on homomorphically encrypted visual inputs
by: Bhuiyan, Emtiaz MD Tafsir, et al.
Published: (2021)

Early Schizophrenia Diagnosis with 3D Convolutional Neural Network
by: Ashraf, S.M. Nabil, et al.
Published: (2021)

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
by: Hassan, Mehadi, et al.
Published: (2021)

A deep dive into node-level analysis with fusion RNN model for smart LTE network monitoring
by: Islam, Md Rashidul
Published: (2024)

Comparative analysis and implementation of credit risk prediction through distinct machine learning models
by: Turjo, Aquib Abtahi, et al.
Published: (2021)

Prostate cancer detection using deep learning neural network with transfer learning approach
by: Badhon, Ariful Islam Mahmud, et al.
Published: (2022)