Dataset · Hugging Face

DeadCardassian/PM25Vision

Name: PM25Vision
Creator: DeadCardassian
License: cc-by-4.0
Keywords: task_categories:image-classification, task_categories:other, language:en, license:cc-by-4.0, size_categories:10K<n<100K, format:parquet, modality:tabular, modality:text, library:datasets, library:pandas, library:mlcroissant, library:polars, arxiv:2509.16519, region:us, computer-vision

PM25Vision Dataset Summary PM25Vision (PM25V) is a large-scale dataset for estimating air quality (PM2.5) from street-level imagery. It pairs Mapillary photos with World Air Quality Index (WAQI) PM2.5 records, covering 2014–2025, 3,261 monitoring stations, and 11,114 cleaned and balanced images with PM2.5 AQI labels. Tasks Regression: Predict continuous PM2.5 AQI values. Classification: Predict discrete AQI levels. Baseline Results… See the full description on the dataset page: https://huggingface.co/datasets/DeadCardassian/PM25Vision.

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Author / organization	DeadCardassian
License (as declared)	cc-by-4.0
Downloads	223 (as reported by Hugging Face)
Likes	3
Created	18 September 2025
Last updated at source	24 September 2025

computer-visionpm2.5regressionclassificationair-qualityAQI

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