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Computer Science > Computer Vision and Pattern Recognition

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By João Manoel Herrera, Gabriela do Nascimento, Eduardo A. B
| arxiv.org
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
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[2508.17468] A Synthetic Dataset for Manometry Recognition in Robotic Applications

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By Pedro Rabelo, de Melo Souza, Enzo Ferreira, João Manoel Herrera
| arxiv.org
[Submitted on 24 Aug 2025] Title:A Synthetic Dataset for Manometry Recognition in Robotic Applications View a PDF of the paper titled A Synthetic Dataset for Manometry Recognition in Robotic Applications, by Pedro Antonio Rabelo Saraiva and 5 other authors View PDF HTML (experimental) Abstract:This work addresses the challenges of data scarcity and high acquisition costs for training robust object detection models in complex industrial environments, such as offshore oil platforms.
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The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Tasks

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By João Manoel Herrera, de Souza Oliveira, Pedro Rabelo, Thiago Henrique Segreto
| arxiv.org
[Submitted on 9 Jun 2025] Title:The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Tasks View a PDF of the paper titled The Impact of Feature Scaling In Machine Learning: Effects on Regression and Classification Tasks, by Jo\~ao Manoel Herrera Pinheiro and 5 other authors View PDF HTML (experimental) Abstract:This research addresses the critical lack of comprehensive studies on feature scaling by systematically evaluating 12 scaling techniques -...
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