traffic
Datasets
All datasets matching “traffic”Debunk_Traffic_Representation
Packet-level classification: classify based on packet
Per-packet-split: Mix all packets and split them into train, val, and test sets, based on 8:1:1
Per-flow-split: Split the pcap files based on 5-tuples (src_IP, dst_IP, src_port, dst_port, and protocol), using 3-fold validation, and there is no intersection between the train, val, and test sets.
Flow-level classification: classify based on flow
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.vehicular-traffic-light-reinforcementtrafficmanagementdataset
Traffic Management Dataset
A large-scale urban traffic dataset combining Bengaluru CCTV footage with the UA-DETRAC benchmark. Contains annotated images for vehicle detection, classification, and multi-object tracking across four sub-datasets totalling ~196,000 images.
Dataset Structure
├── BMD-45-Train/ # 35,792 images, COCO format annotations
│ ├── images_000/
│ └── _annotations.coco.json
├── UVH-26-Train/ # 17,387 images, COCO format… See the full description on the dataset page: https://huggingface.co/datasets/kalyan1729/trafficmanagementdataset.TrafficQAbrb-traffic-videos_ORIGINAL1