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Add geo-trax to Object tracking and Cars, vehicles & trains sections - #88

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robmarkcole merged 1 commit into
satellite-image-deep-learning:masterfrom
rfonod:add-geo-trax
Sep 4, 2026
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robmarkcole merged 1 commit into
satellite-image-deep-learning:masterfrom
rfonod:add-geo-trax

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@rfonod

@rfonod rfonod commented Sep 3, 2026

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Adds geo-trax, an open-source pipeline that extracts georeferenced vehicle trajectories from high-altitude bird's-eye-view drone video: YOLOv8 detection, multi-object tracking, video stabilization, and homography-based registration to orthophotos, giving WGS84 trajectories with speed, acceleration, estimated vehicle dimensions and lane assignment.

  • MIT licensed, on PyPI as geo-trax, model weights auto-downloaded from Hugging Face
  • Published in Transportation Research Part C: https://doi.org/10.1016/j.trc.2025.105205
  • Released with two open CC BY 4.0 datasets: Songdo Vision (5,419 annotated 4K BEV frames, 274,190 vehicle boxes) and Songdo Traffic (~700k georeferenced trajectories captured by 10 simultaneous drones)

I have added it to two sections, as it spans both, with the wording adjusted to suit each:

  • Object tracking in videos, for the multi-object tracking across frames
  • Object detection - Cars, vehicles & trains, for the vehicle detection stage

Happy to drop either entry if you would rather keep things to a single listing.

@robmarkcole
robmarkcole merged commit 49dca6e into satellite-image-deep-learning:master Sep 4, 2026
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@robmarkcole

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@rfonod many thanks for the PR! Would you be interested in joining me on my podcast to talk about go-trax?

@rfonod

rfonod commented Sep 4, 2026

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Thanks for merging so quickly, and for the kind invitation. I'll PM you about it.

@rfonod
rfonod deleted the add-geo-trax branch September 4, 2026 18:48
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2 participants