Damaged road detection using Image Processing and Deep Learning

Damaged road detection using Image Processing and Deep Learning

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

Manylion Llyfryddiaeth
Prif Awduron:	Swadesh, Shimran Mahbub, Ahmed, Rifat, Hossain, MD. Imran, Rahman, MD. Raihan
Awduron Eraill:	Rodoshi, Ahnaf
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2022
Pynciau:	Index Terms—Deep Learning Road Crack Detection Categorization Object Recognition Transfer Learning and RELU Deep learning (Machine learning) Image processing > Digital techniques Cognitive learning theory (Deep learning)
Mynediad Ar-lein:	http://hdl.handle.net/10361/17596

Eitemau Tebyg

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

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

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

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

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

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

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

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

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

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

Leveraging sequential deep learning models for detecting multitude of human action categories
gan: Pranta, Kazi Al Refat, et al.
Cyhoeddwyd: (2024)

A comparative study of deep learning methods for automating road condition characterization
gan: Ruhi, Zurana Mehrin, et al.
Cyhoeddwyd: (2021)

Behavior change analysis due to violent video gaming using deep learning models
gan: Rahman, Akhlak Ur, et al.
Cyhoeddwyd: (2024)

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

A deep learning approach to integrate human-level understanding in a Chatbot
gan: Al Mamun, Amirul Islam, et al.
Cyhoeddwyd: (2021)

An efficient deep learning approach to detect skin cancer using image data
gan: Chowdhury, Yaser Al Rahman, et al.
Cyhoeddwyd: (2023)

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

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

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

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

An android application to predict human activity using a deep learning LSTM model
gan: Sikder, Debabrata
Cyhoeddwyd: (2024)

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

Smart companion agent for mental well-being through Deep Learning and NLP
gan: Khan, Rafiur, et al.
Cyhoeddwyd: (2021)

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

Comprehensive analysis and development of deep learning models for Bengali character’s spectrogram image classification in child speech: introduction of spectro SETNet
gan: Ahmed, Syed Istiaque, et al.
Cyhoeddwyd: (2024)

Yoga posture recognition using the deep learning process
gan: Islam, Abidul, et al.
Cyhoeddwyd: (2023)

Classifying insect pests from image data using deep learning
gan: Mohsin, Md. Raiyan Bin, et al.
Cyhoeddwyd: (2022)

Predicting regional accents of Bengali language using deep learning
gan: Ibrahim, Md. Abu, et al.
Cyhoeddwyd: (2022)

Classification of Bangla regional languages and recognition of artificial Bangla speech using deep learning
gan: Hossain, Prommy Sultana
Cyhoeddwyd: (2022)

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

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

An implementation and analysis of deep learning models for the detection of wheat diseases
gan: Zubair, Ahmad, et al.
Cyhoeddwyd: (2024)

Pothole detection using lightweight network models
gan: Abdullah, S. M., et al.
Cyhoeddwyd: (2024)

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

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

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

Image processing and deep learning approach to evaluate earthquake resistance of urban buildings
gan: Ahmed, Yasin, et al.
Cyhoeddwyd: (2018)

Skin cancer detection and classification using multiple optimized deep convolutional neural network
gan: Sakir, Adnan, et al.
Cyhoeddwyd: (2023)

Detecting Deepfake images using deep convolutional neural network
gan: Dhar, Arpita, et al.
Cyhoeddwyd: (2022)

Deep learning-based waste classification system for efficient waste management
gan: Nakib, Abdullah Al, et al.
Cyhoeddwyd: (2022)