CVIVJan 31, 2023

Fisheye traffic data set of point center markers

arXiv:2301.13385v1h-index: 2
Originality Synthesis-oriented
AI Analysis

This provides a new dataset for traffic analysis, but it is incremental as it focuses on data collection rather than novel methods.

The study introduces an open data-market platform and a dataset with 160,000 markers and 18,000 images for fisheye traffic data, and demonstrates its use in deep learning vehicle detection.

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.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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