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Federal Rail Administration Grade Crossing Behavior Model

Federal Rail Administration Grade Crossing Behavior Model. Lightning Talk / Robert Rittmuller, PMP CISSP. About the Volpe Center. Fee-For-Service federal agency that specializes in: Operations Research Transportation Economics Engineering Psychology Environmental Science

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Federal Rail Administration Grade Crossing Behavior Model

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Presentation Transcript

  1. Federal Rail AdministrationGrade Crossing Behavior Model Lightning Talk / Robert Rittmuller, PMP CISSP

  2. About the Volpe Center • Fee-For-Service federal agency that specializes in: • Operations Research • Transportation Economics • Engineering Psychology • Environmental Science • Software Engineering • IT System Administration • Web & Mobile Development • Data Science • Civil Engineering • Data Analysis • City Planning • Policy Analysis • Statistics • Project Management

  3. Project Background

  4. Computer Vision Model Architecture

  5. Dynamic Labeling Strategy • 204 Initial Labels • 96 Final Labels

  6. Visual Example of Labels

  7. Model Performance (Early Metrics)

  8. Conclusion

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