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@VTTI

Virginia Tech Transportation Institute

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  1. occupant_detection_classification occupant_detection_classification Public

    This repository provides code to detect people in car-cabin images and classify the type of passengers in each image (driver, front-seat passenger, back-seat passenger).

    Python 4 1

  2. gaze-fixation-and-object-saliency gaze-fixation-and-object-saliency Public

    This repository is related to estimating the driver's attention to the outside scene view as a point of gaze (PoG) w.r.t the gaze angles extracted from the driver facing view. We also explore analy…

    Python 4 2

  3. Intersection-Detection Intersection-Detection Public

    Intersection vs Non-Intersection Calssfication based on Images/Videos

    Python 2

  4. object-detection object-detection Public

    This package contains configuration files and trained models using the MMdetection repo. The trained models can detect objects of transportation interest.

    Python 1 2

  5. head-pose-detection head-pose-detection Public

    Python 1

  6. Segmentation-and-detection-of-work-zone-scenes Segmentation-and-detection-of-work-zone-scenes Public

    This project is concerned with the automatic detection and analysis of work zones (construction zones) in naturalistic roadway images. An underlying motivation is to identify locations that may pos…

    Jupyter Notebook 1 1

Repositories

Showing 10 of 10 repositories
  • GNN-based-intersection-safety Public
    VTTI/GNN-based-intersection-safety’s past year of commit activity
    Python 0 0 0 0 Updated Dec 10, 2023
  • gaze-fixation-and-object-saliency Public

    This repository is related to estimating the driver's attention to the outside scene view as a point of gaze (PoG) w.r.t the gaze angles extracted from the driver facing view. We also explore analysis of gaze saliecny in form of heatmaps and yarbus plots.

    VTTI/gaze-fixation-and-object-saliency’s past year of commit activity
    Python 4 MIT 2 0 0 Updated Jan 20, 2023
  • Event-Correlation Public

    Inferencing for external driving events such as a lane change based on gaze estimation and object detection input using a dash cam and a face camera.

    VTTI/Event-Correlation’s past year of commit activity
    Python 1 MIT 2 0 0 Updated Nov 30, 2022
  • Segmentation-and-detection-of-work-zone-scenes Public

    This project is concerned with the automatic detection and analysis of work zones (construction zones) in naturalistic roadway images. An underlying motivation is to identify locations that may pose challenges to advanced driver-assistance systems or autonomous vehicle navigation systems. We first present an in-depth characterization of work zon…

    VTTI/Segmentation-and-detection-of-work-zone-scenes’s past year of commit activity
    Jupyter Notebook 1 1 0 0 Updated Nov 8, 2022
  • driver-secondary-action-recognition Public
    VTTI/driver-secondary-action-recognition’s past year of commit activity
    Python 0 0 0 0 Updated Nov 2, 2022
  • Driving-Environment-Detection Public

    Driving environment detection using a multiclass classifier

    VTTI/Driving-Environment-Detection’s past year of commit activity
    Python 0 0 0 0 Updated Aug 23, 2022
  • Intersection-Detection Public

    Intersection vs Non-Intersection Calssfication based on Images/Videos

    VTTI/Intersection-Detection’s past year of commit activity
    Python 2 0 1 0 Updated Jul 22, 2022
  • head-pose-detection Public
    VTTI/head-pose-detection’s past year of commit activity
    Python 1 0 0 0 Updated Feb 3, 2022
  • object-detection Public

    This package contains configuration files and trained models using the MMdetection repo. The trained models can detect objects of transportation interest.

    VTTI/object-detection’s past year of commit activity
    Python 1 Apache-2.0 2 0 0 Updated May 6, 2021
  • occupant_detection_classification Public

    This repository provides code to detect people in car-cabin images and classify the type of passengers in each image (driver, front-seat passenger, back-seat passenger).

    VTTI/occupant_detection_classification’s past year of commit activity
    Python 4 Apache-2.0 1 0 0 Updated Aug 25, 2020

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