# A Vision-Based Analysis of Congestion Pricing in New York City

arXiv: https://arxiv.org/abs/2602.03015 · HTML: https://mlsanity.com/paper/2602.03015/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- First posted on arXiv 3 Feb 2026.

## Abstract (arXiv)

We examine the impact of New York City's congestion pricing program through automated analysis of traffic camera data. Our computer vision pipeline processes footage from over 900 cameras distributed throughout Manhattan and New York, comparing traffic patterns from November 2024 through the program's implementation in January 2025 until January 2026. We establish baseline traffic patterns and identify systematic changes in vehicle density across the monitored region.