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Published November 30, 2021 | Version 1.0.0
Dataset Open

Truck Image Dataset

  • 1. University of Sao Paulo

Description

Collection of truck images, from a side point view, used to extract information about truck axles, collected on a highway in the State of São Paulo, Brazil. This is still a work in progress dataset and will be updated regularly, as new images are acquired. More info can be found on: Researchgate Lab Page, OrcID Profiles, or ITS Lab page on Github.

The dataset includes 725 cropped images of trucks, taken with three different cameras, on five different locations.

  • 725 images
  • Format: JPG
  • Resolution: 1920xVarious, 96dpi, 24bits
  • Naming pattern: <video_name>_<color|gray>-<Region_of_Interest_ID>-<truck_ID>.jpg

If this dataset helps in any way your research, please feel free to contact the authors. We really enjoy knowing about other researcher's projects and how everybody is making use of the images on this dataset. We are also open for collaborations and to answer any questions. We also have a paper that uses this dataset, so if you want to officially cite us in your research, please do so! We appreciate it!

Marcomini, Leandro Arab, and André Luiz Cunha. "Truck Axle Detection with Convolutional Neural Networks." arXiv preprint arXiv:2204.01868 (2022).

 

Files

trucks.zip

Files (520.1 MB)

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Additional details

Related works

Is referenced by
https://arxiv.org/abs/2204.01868 (URL)