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.

Manylion Llyfryddiaeth
Prif Awduron:	Ruhi, Zurana Mehrin, Sheetal, Farahatul Aziz, Prithu, Farisha Hossain
Awduron Eraill:	Arif, Hossain
Fformat:	Traethawd Ymchwil
Iaith:	en_US
Cyhoeddwyd:	Brac University 2021
Pynciau:	CNN Residual Network Machine Learning XGboost Road Inspection Potholes Cracks
Mynediad Ar-lein:	http://hdl.handle.net/10361/14359

Eitemau Tebyg

Damaged road detection using Image Processing and Deep Learning
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Cyhoeddwyd: (2022)

Deep learning-based real-time pothole detection for avoiding road accident
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Automatic detection of defective rail anchors
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A deep learning based autonomous electric vehicle on unstructured road conditions
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Roads and the environment : a handbook /
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Brac University’s Social Impact Lab and Brac hold road safety workshop
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Cyhoeddwyd: (2023)

Letter to City Corporation regarding road cleaning
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Cyhoeddwyd: (2023)

Hate speech detection from social networking posts using CNN and XGBoost
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Cyhoeddwyd: (2020)

An assessment of road safety knowledge of drivers and community: An impact evaluation of the project intervention
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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)
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Cyhoeddwyd: (2016)

Real time rail line anchor inspection : context of Bangladesh
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Cyhoeddwyd: (2015)

Assessment of road safety awareness and knowledge among drivers and community people: A baseline study
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Cyhoeddwyd: (2022)

A modern technique to detect potholes by Computer Vision and Deep Learning
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Cyhoeddwyd: (2023)

Financial factors analysis for acquisition premium and anticipation using extreme gradient boosting and deep recurrent neural network
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Cyhoeddwyd: (2020)

Road safety movement: Young adults and collective engagement in social movement
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Cyhoeddwyd: (2023)

e-GP in mechanical wing procurement in roads & highways: an assessment of efficiency
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Cyhoeddwyd: (2016)

An intelligent road traffic management system
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Cyhoeddwyd: (2016)

Knowledge and behaviour assessment of drivers and community people towards road safety: A baseline study
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Cyhoeddwyd: (2022)

Preparation for the inspection visit to China
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Cyhoeddwyd: (2023)

Early prediction of Alzheimer's disease using convolutional neural network
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Cyhoeddwyd: (2020)

ব্র্যাক ইউনিভার্সিটির সেমিনারে বক্তারা: নতুন ব্যাংক প্রয়োজন নেই
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Cyhoeddwyd: (2011)

Regarding inspection report of fire pump at BRACU NCP
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Cyhoeddwyd: (2023)

A multimodal approach of sentiment analysis to predict customer emotions towards a product
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Cyhoeddwyd: (2020)

Submitting inspection checklist for concreting, structural steel and other major works
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Cyhoeddwyd: (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
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Cyhoeddwyd: (2023)

Eve-teasing detection from video footage using computer vision and artificial intelligence
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Comparative study of toxic comments classification using machine learning algorithms
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ResInvolution: an involution-ResNet fused global spatial relation leveraging model for histopathological image analysis under federated learning environment
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A color vision approach considering weather conditions based on auto encoder techniques using deep neural networks
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Cyhoeddwyd: (2021)

Request to approve and release payment against assistance of inspecting work
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Cyhoeddwyd: (2023)

The intuitionist /
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Cyhoeddwyd: (2017)

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

Image recognition by deep learning
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Automatic braking system and smart safety features to avoid and reduce road accident
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An improved deepfake detection using deep learning
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The narrow road to the deep north /
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Automatic helmet-less biker detection using deep learning
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Cyhoeddwyd: (2024)

Deep learning-based waste classification system for efficient waste management
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