A Cloud-Based Road Infrastructure Analysis System using Machine Learning
A cloud-based road infrastructure analysis system was developed to assist as an information management system for detecting and managing information about road defects and road assets. The system uses computer vision and machine learning algorithms and is accessed through a web interface. The detect...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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EDP Sciences
2022-01-01
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| Series: | MATEC Web of Conferences |
| Online Access: | https://www.matec-conferences.org/articles/matecconf/pdf/2022/17/matecconf_rapdasa2022_07010.pdf |
| _version_ | 1811185143274012672 |
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| author | Naidoo Thegaran Verster Jaco Marais Stephen |
| author_facet | Naidoo Thegaran Verster Jaco Marais Stephen |
| author_sort | Naidoo Thegaran |
| collection | DOAJ |
| description | A cloud-based road infrastructure analysis system was developed to assist as an information management system for detecting and managing information about road defects and road assets. The system uses computer vision and machine learning algorithms and is accessed through a web interface. The detection results are viewed through an online, account-based web interface. |
| first_indexed | 2024-04-11T13:24:25Z |
| format | Article |
| id | doaj.art-32427e2eff8947c481f07c25bfb509a9 |
| institution | Directory Open Access Journal |
| issn | 2261-236X |
| language | English |
| last_indexed | 2024-04-11T13:24:25Z |
| publishDate | 2022-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | MATEC Web of Conferences |
| spelling | doaj.art-32427e2eff8947c481f07c25bfb509a92022-12-22T04:22:07ZengEDP SciencesMATEC Web of Conferences2261-236X2022-01-013700701010.1051/matecconf/202237007010matecconf_rapdasa2022_07010A Cloud-Based Road Infrastructure Analysis System using Machine LearningNaidoo Thegaran0Verster Jaco1Marais Stephen2CSIR, Centre for Robotics and Future ProductionCSIR, Centre for Robotics and Future ProductionCSIR, Centre for Robotics and Future ProductionA cloud-based road infrastructure analysis system was developed to assist as an information management system for detecting and managing information about road defects and road assets. The system uses computer vision and machine learning algorithms and is accessed through a web interface. The detection results are viewed through an online, account-based web interface.https://www.matec-conferences.org/articles/matecconf/pdf/2022/17/matecconf_rapdasa2022_07010.pdf |
| spellingShingle | Naidoo Thegaran Verster Jaco Marais Stephen A Cloud-Based Road Infrastructure Analysis System using Machine Learning MATEC Web of Conferences |
| title | A Cloud-Based Road Infrastructure Analysis System using Machine Learning |
| title_full | A Cloud-Based Road Infrastructure Analysis System using Machine Learning |
| title_fullStr | A Cloud-Based Road Infrastructure Analysis System using Machine Learning |
| title_full_unstemmed | A Cloud-Based Road Infrastructure Analysis System using Machine Learning |
| title_short | A Cloud-Based Road Infrastructure Analysis System using Machine Learning |
| title_sort | cloud based road infrastructure analysis system using machine learning |
| url | https://www.matec-conferences.org/articles/matecconf/pdf/2022/17/matecconf_rapdasa2022_07010.pdf |
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