A comparative study of deep learning methods for automating road condition characterization

A comparative study of deep learning methods for automating road condition characterization

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2020.

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Ruhi, Zurana Mehrin, Sheetal, Farahatul Aziz, Prithu, Farisha Hossain
Άλλοι συγγραφείς:	Arif, Hossain
Μορφή:	Thesis
Γλώσσα:	en_US
Έκδοση:	Brac University 2021
Θέματα:	CNN Residual Network Machine Learning XGboost Road Inspection Potholes Cracks
Διαθέσιμο Online:	http://hdl.handle.net/10361/14359

Παρόμοια τεκμήρια

Damaged road detection using Image Processing and Deep Learning
ανά: Swadesh, Shimran Mahbub, κ.ά.
Έκδοση: (2022)

Deep learning-based real-time pothole detection for avoiding road accident
ανά: Basher, Rafsan, κ.ά.
Έκδοση: (2022)

Roads and resources : appropriate technology in road construction in developing countries : a study prepared for the International Labour Office within the framework of the World Employment Programme /
Έκδοση: (1980)

Automatic detection of defective rail anchors
ανά: Khan, Rubayat Ahmed, κ.ά.
Έκδοση: (2017)

A deep learning based autonomous electric vehicle on unstructured road conditions
ανά: Adnan, Ashik, κ.ά.
Έκδοση: (2021)

Construction inspection manual /
Έκδοση: (1998)

Roads and the environment : a handbook /
Έκδοση: (1997)

Brac University’s Social Impact Lab and Brac hold road safety workshop
ανά: Tribune Desk
Έκδοση: (2023)

Letter to City Corporation regarding road cleaning
ανά: BUCG-ABC Joint Venture (BUCG-ABC JV)
Έκδοση: (2023)

Hate speech detection from social networking posts using CNN and XGBoost
ανά: Shahadat, Ashraf Bin, κ.ά.
Έκδοση: (2020)

An assessment of road safety knowledge of drivers and community: An impact evaluation of the project intervention
ανά: Saha, Polin Kumar
Έκδοση: (2022)

Analysis of impact on IT personnel of outsourcing IT services in organization: a case study of procurement of IT services for “maintenance, upgradation and support services for BRTA-IS” in Bangladesh Road Transport Authority (BRTA)
ανά: Khalil, Md. Ibrahim
Έκδοση: (2016)

Real time rail line anchor inspection : context of Bangladesh
ανά: Chowdhury, Omid
Έκδοση: (2015)

Assessment of road safety awareness and knowledge among drivers and community people: A baseline study
ανά: Kumar Saha, Polin, κ.ά.
Έκδοση: (2022)

A modern technique to detect potholes by Computer Vision and Deep Learning
ανά: Saif, Muntasir Mahmud, κ.ά.
Έκδοση: (2023)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
ανά: Rayhan, Mohammad, κ.ά.
Έκδοση: (2020)

Road safety movement: Young adults and collective engagement in social movement
ανά: Saima, Umme Abiha
Έκδοση: (2023)

e-GP in mechanical wing procurement in roads & highways: an assessment of efficiency
ανά: Khan, Mohammad Ali Ahmed
Έκδοση: (2016)

An intelligent road traffic management system
ανά: Alam, Tahmid Tanzi, κ.ά.
Έκδοση: (2016)

Knowledge and behaviour assessment of drivers and community people towards road safety: A baseline study
ανά: Samadder, Mrinmoy, κ.ά.
Έκδοση: (2022)

Preparation for the inspection visit to China
ανά: BUCG-ABC Joint Venture (BUCG-ABC JV)
Έκδοση: (2023)

Early prediction of Alzheimer's disease using convolutional neural network
ανά: Abed, Mahjabeen Tamanna, κ.ά.
Έκδοση: (2020)

ব্র্যাক ইউনিভার্সিটির সেমিনারে বক্তারা: নতুন ব্যাংক প্রয়োজন নেই
ανά: দৈনিক বনিক বার্তা
Έκδοση: (2011)

Regarding inspection report of fire pump at BRACU NCP
ανά: Bengal Technological Corporation Ltd.(BTCL)
Έκδοση: (2023)

A multimodal approach of sentiment analysis to predict customer emotions towards a product
ανά: Islam, Shadman, κ.ά.
Έκδοση: (2020)

Submitting inspection checklist for concreting, structural steel and other major works
ανά: Brac University
Έκδοση: (2023)

Observation of BRACU on the test result and visual inspection report on the fire protection pipes and instruction to start the piping work immediately
ανά: Brac University
Έκδοση: (2023)

Eve-teasing detection from video footage using computer vision and artificial intelligence
ανά: Rapheo, Abdullah, κ.ά.
Έκδοση: (2023)

Comparative study of toxic comments classification using machine learning algorithms
ανά: Razzak, Razia, κ.ά.
Έκδοση: (2021)

ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment
ανά: Dipto, Shakib Mahmud
Έκδοση: (2024)

A color vision approach considering weather conditions based on auto encoder techniques using deep neural networks
ανά: Raj, Mohammad Mainuddin, κ.ά.
Έκδοση: (2021)

Request to approve and release payment against assistance of inspecting work
ανά: BUCG-ABC Joint Venture
Έκδοση: (2023)

The intuitionist /
ανά: Whitehead, Colson
Έκδοση: (2017)

TQM in Roads and Highways Department; Evaluate an approach-how it improves the performance of supply chain to its organization
ανά: Barua, Ranapriya
Έκδοση: (2021)

Image recognition by deep learning
ανά: Mohiuddin, Karishma, κ.ά.
Έκδοση: (2018)

Automatic braking system and smart safety features to avoid and reduce road accident
ανά: Murshed, Abrar, κ.ά.
Έκδοση: (2022)

An improved deepfake detection using deep learning
ανά: Paul, Annay, κ.ά.
Έκδοση: (2023)

The narrow road to the deep north /
ανά: Flanagan, Richard, 1961-
Έκδοση: (2015)

Automatic helmet-less biker detection using deep learning
ανά: Ratul, Md. Ibrahim, κ.ά.
Έκδοση: (2024)

Deep learning-based waste classification system for efficient waste management
ανά: Nakib, Abdullah Al, κ.ά.
Έκδοση: (2022)