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.

书目详细资料
Main Authors:	Swadesh, Shimran Mahbub, Ahmed, Rifat, Hossain, MD. Imran, Rahman, MD. Raihan
其他作者:	Rodoshi, Ahnaf
格式:	Thesis
语言:	en_US
出版:	Brac University 2022
主题:	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)
在线阅读:	http://hdl.handle.net/10361/17596

相似书籍

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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