Deep learning-based real-time pothole detection for avoiding road accident

Deep learning-based real-time pothole detection for avoiding road accident

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2022.

Détails bibliographiques
Auteurs principaux:	Basher, Rafsan, Ayon, Asif Raihan, Gharamy, Avijit, Zayed, Abdullah Al, Zaman, Md Samin Yeasar Ibna
Autres auteurs:	Uddin, Jia
Format:	Thèse
Langue:	English
Publié:	Brac University 2022
Sujets:	Road Pothole Deep learning Image processing Real-time MobileNet Inception- v3 YOLOv5 Deep learning (Machine learning) Image processing > Digital techniques. Cognitive learning theory (Deep learning)
Accès en ligne:	http://hdl.handle.net/10361/17354

Documents similaires

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

Damaged road detection using Image Processing and Deep Learning
par: Swadesh, Shimran Mahbub, et autres
Publié: (2022)

Density based traffic control system for a four way intersection
par: Chowdhury, Faizul Bari, et autres
Publié: (2024)

An efficient approach for recyclable waste detection and classification using image processing techniques
par: Chowdhury, Prabal Kumar, et autres
Publié: (2024)

An efficient deep learning approach to detect skin Cancer
par: Islam, Ashfaqul, et autres
Publié: (2022)

Pothole detection using lightweight network models
par: Abdullah, S. M., et autres
Publié: (2024)

An active-learning based training-schedule for biomedical image segmentation on deep neural networks
par: Hassan, Mehadi, et autres
Publié: (2021)

Prostate cancer detection using deep learning neural network with transfer learning approach
par: Badhon, Ariful Islam Mahmud, et autres
Publié: (2022)

Recognising license plate from image data using deep learning
par: Golder, Rupam, et autres
Publié: (2023)

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

Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
par: Datta, Anurag, et autres
Publié: (2022)

An efficient ML approach to detect brain tumor using MRI images
par: Muktadir, MD. Arafat, et autres
Publié: (2024)

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
par: Ahmed, Yasin, et autres
Publié: (2018)

Image segmentation of X-Ray and optical images using U-Net/UNet++ based deep learning architecture
par: Sharma, Tanmoyee, et autres
Publié: (2021)

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals
par: Mizan, Mubasshira, et autres
Publié: (2024)

Early stage detection and classification of colon cancer using deep learning and explainable AI on histopathological images
par: Hossain, Mainul, et autres
Publié: (2022)

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

An efficient deep learning approach to detect citrus leaves disease
par: Emon, Shaharear Hossain, et autres
Publié: (2024)

Myocardial infarction detection using ECG signal applying deep learning techniques - ConvNet, VGG16, InceptionV3 and MobileNet
par: Promita, Samanta Tabassum, et autres
Publié: (2022)

Real-time crime detection using convolutional LSTM and YOLOv7
par: Sakiba, Cyrus, et autres
Publié: (2023)

Structurally and semantically coherent deep image inpainting
par: Sami, Mirza Tanzim, et autres
Publié: (2019)

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)

A novel lightweight CNN approach for Bangladeshi sign language gesture recognition
par: Rahman, Aryan, et autres
Publié: (2023)

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

An efficient deep learning approach to detect skin cancer using image data
par: Chowdhury, Yaser Al Rahman, et autres
Publié: (2023)

Deep learning based automated diagnosis of Ocular Toxoplasmosis in fundus images using convolutional neural network
par: Choudhury, Prionto Kumar, et autres
Publié: (2024)

Cancer classification using deep learning from medical image data
par: Monir, Raiyan Janik, et autres
Publié: (2022)

Facial expression recognition: convolutional attentional masking network and ensemble approach
par: Kowsar, Ibna, et autres
Publié: (2021)

An efficient deep learning approach for detecting Alzheimer’s disease using brain images
par: Sani, Mehedi Hasan, et autres
Publié: (2022)

Tomato leaf disease detection using Resnet-50 and MobileNet Architecture
par: Tahamid, Abu
Publié: (2021)

Classification of peripheral blood cell images using deep learning
par: Aadi, Oyshik Ahmed, et autres
Publié: (2024)

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

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

Analysis of deep learning models on low-light pest detection
par: Irtiza, Md. Samin, et autres
Publié: (2023)

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

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

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

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
par: Rayhan, Mohammad, et autres
Publié: (2020)

An interpretable transformer based approach to classify Malaria from blood cell images
par: Islam, Mehafuza, et autres
Publié: (2023)