datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
traffic-vehicle-detection
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/PRAS4NTH/traffic-vehicle-detection.aidovecl-vehicle-detection-classification-localization
AIDOVECL: AI-generated Dataset of Outpainted Vehicles for Eye-level Classification and Localization
We introduce an annotated AI-generated dataset of eye-level vehicle images using outpainting, offering versatile generation of diverse vehicle classes in varied contexts with pretrained models.
Citation Notice
Please ensure that all publications and presentations using this data reference the following paper:
Kazemi, A., Fatima, Q. ul A., Kindratenko, V., & Tessum, C. W.… See the full description on the dataset page: https://huggingface.co/datasets/amir-kazemi/aidovecl-vehicle-detection-classification-localization.traffic-vehicle-detection
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.vehicle-mixed-traffic-detection
Visaitech Mixed-Traffic Vehicle Detection Dataset (v0.1)
Dashcam frames annotated for pedestrian / 2-wheeler / 3-wheeler / 4-wheeler
detection in South Asian mixed traffic, a class taxonomy general-purpose
COCO-trained detectors don't cover (COCO has no concept of an auto-rickshaw
or motorcycle-vs-bicycle-as-one-class "2-wheeler" grouping tuned for how
this traffic actually mixes on the road).
This is an early v0.1 release: 293 annotated frames from 6 source videos,
published… See the full description on the dataset page: https://huggingface.co/datasets/visaitech/vehicle-mixed-traffic-detection.traffic-vehicle-detection
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/SQiFeng/traffic-vehicle-detection.VehicleDetectionftAISOC25Highway-Section-Vehicle-Rollover-Accident-Detection-Dataset
Highway Section Vehicle Rollover Accident Detection Dataset
The current transportation industry is facing increasingly serious safety issues, with the frequent occurrence of vehicle rollover accidents posing severe challenges to road safety. Existing accident detection systems often rely on traditional surveillance, which is slow to respond and lacking in accuracy, making it unable to effectively identify and handle rollover accidents in a timely manner. To address this technical… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Highway-Section-Vehicle-Rollover-Accident-Detection-Dataset.Hazardous-Materials-Vehicle-Illegal-Parking-Behavior-Detection-Dataset
Hazardous Materials Vehicle Illegal Parking Behavior Detection Dataset
The current transportation industry faces the issue of frequent illegal parking behaviors of hazardous materials vehicles, which not only affects traffic order but also increases safety hazards. However, existing monitoring systems often cannot accurately identify and judge the illegal behavior of hazardous materials vehicles, making it difficult to take effective measures. This dataset aims to provide… See the full description on the dataset page: https://huggingface.co/datasets/shangzx/Hazardous-Materials-Vehicle-Illegal-Parking-Behavior-Detection-Dataset.Hazardous-Materials-Vehicle-Illegal-Parking-Behavior-Detection-Dataset
Hazardous Materials Vehicle Illegal Parking Behavior Detection Dataset
The current transportation industry faces the issue of frequent illegal parking behaviors of hazardous materials vehicles, which not only affects traffic order but also increases safety hazards. However, existing monitoring systems often cannot accurately identify and judge the illegal behavior of hazardous materials vehicles, making it difficult to take effective measures. This dataset aims to provide… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Hazardous-Materials-Vehicle-Illegal-Parking-Behavior-Detection-Dataset.Vehicle-Detection-in-haze-DatasetAI_Vehicle_Part_Detection