Dataset · Hugging Face

thundarstrom/traffic-vehicle-detection

Name: traffic-vehicle-detection
Creator: thundarstrom
License: cc-by-4.0
Keywords: task_categories:object-detection, language:en, license:cc-by-4.0, size_categories:10K<n<100K, modality:image, modality:text, region:us, traffic, cctv, yolo, vehicle-detection, ua-detrac, smart-city

Edge-AI Traffic Vehicle Detection (UA-DETRAC CCTV) Part of the Edge-AI Traffic & Vehicle Analytics System repository by thundarstrom. Dataset Summary Curated and normalized 23,319 CCTV traffic images from fixed intersection surveillance cameras (UA-DETRAC benchmark). Contains 215,109 annotated bounding boxes in standard YOLO format across 4 vehicle classes: car, bus, truck, and van. Class Mapping Class 0 (car): 177,403 bboxes (82.5%) Class 1 (bus):… See the full description on the dataset page: https://huggingface.co/datasets/thundarstrom/traffic-vehicle-detection.

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Author / organization	thundarstrom
License (as declared)	cc-by-4.0
Downloads	2.8K (as reported by Hugging Face)
Likes	0
Created	19 August 2026
Last updated at source	20 August 2026

trafficcctvyolovehicle-detectionua-detracsmart-city

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