# cati-singapore-dataset by Suhas Reddy: AI Training Dataset Source: https://savrn.com/datasets/cati-singapore-dataset Markdown alternate of the page above; the site index is https://savrn.com/llms.txt --- ## Dataset Card By Suhas Reddy, published under mit, revision 961f367c2d01. ### CATI Singapore Expressway Traffic Dataset Real-time vehicle detection data collected from Singapore's 90 LTA traffic cameras using CATI (Context-Aware Traffic Intelligence) — a novel FiLM-conditioned YOLOv11 detector that adapts to environmental conditions in real time. ### Dataset Description This dataset contains per-camera vehicle detection results collected continuously from Singapore's Land Transport Authority (LTA) expressway camera network. Each record captures a full detection sweep of a single camera including vehicle counts, class breakdown, directional split, and environmental context. #### Coverage | Expressway | Cameras | | --- | --- | | CTE (Central Expressway) | ~16 | | PIE (Pan-Island Expressway) | ~20 | | AYE (Ayer Rajah Expressway) | ~8 | | ECP (East Coast Parkway) | ~10 | | MCE (Marina Coastal Expressway) | ~4 | | TPE (Tampines Expressway) | ~8 | | BKE (Bukit Timah Expressway) | ~6 | | KJE (Kranji Expressway) | ~6 | | SLE (Seletar Expressway) | ~6 | ### Data Schema [Read the full dataset card (447 words)](https://savrn.com/datasets/cati-singapore-dataset/card) ## Details Repository SuhxsReddy/cati-singapore-dataset Publisher Suhas Reddy Task category Object detection Tags traffic, singapore, expressway Size category 10K