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hd_map_updating's Introduction

HD_map_updating

Directory Structure

  • data: test data for development
  • third_party: third_party git modules
    • colmap
    • ORB-SLAM
    • argoverse-api
  • triangulation: 3d points localization of 2d traffic sign
  • 3D_projection: transformation from colmap coordinates to argoverse coordinates
  • sign_detector: traffic sign detector, based on Detectron2

Pipeline

  1. Run traffic sign detection on raw images ./sign_detector
  2. Run Colmap SfM on raw images colmap_script.txt
  3. Project Colmap points to argoverse map 3D_projection

Docker

We prepare a development-ready docker image at docker hub. Each time pushing to prod branch will trigger a build in the docker hub, so one should work on prod branch carefully.

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hd_map_updating's Issues

Is there a presentation for the project?

Hi, I am working with Dr. Mertz on an extension of the project. Are there any papers or presentation slides which accompany this project? These would be very helpful in understanding how the code is working.

Also, can you point me to where the sign_detection module creates a ".npz" to be used in the 3D_projection module? The only output I see is the image with bounding boxes drawn on.

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