# Fisheye traffic data set of point center markers

arXiv: https://arxiv.org/abs/2301.13385 · HTML: https://mlsanity.com/paper/2301.13385/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 4 of its 10 references that are in the map.
- First posted on arXiv 31 Jan 2023.

## Builds on (most cited first, 4 of 4)

- [Fast R-CNN](https://mlsanity.com/paper/1504.08083/) (2015)
- [Objects as Points](https://mlsanity.com/paper/1904.07850/) (2019)
- [CenterNet: Keypoint Triplets for Object Detection](https://mlsanity.com/paper/1904.08189/) (2019)
- [Bottom-up Object Detection by Grouping Extreme and Center Points](https://mlsanity.com/paper/1901.08043/) (2019)

## Abstract (arXiv)

This study presents an open data-market platform and a dataset containing 160,000 markers and 18,000 images. We hope that this dataset will bring more new data value and applications In this paper, we introduce the format and usage of the dataset, and we show a demonstration of deep learning vehicle detection trained by this dataset.