Hazardous Materials Vehicle Illegal Parking Behavior Detection Dataset
#behavior recognition #anomaly detection #traffic monitoring #safety management #intelligent transportation
- 500 records
- 1.7G
- MP4/JSON
- CATL
MOBIUSI INC
Updated:2026-04-16
AI Analysis & Value Prop
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 high-quality video data to help researchers and developers train models to accurately identify illegal parking behaviors of hazardous materials vehicles. Data collection uses high-definition cameras for 24-hour monitoring in busy urban traffic zones to ensure coverage of various traffic situations. We implemented multiple rounds of annotation and expert review to ensure annotation accuracy, and all videos are stored in MP4 format with a clear structure for subsequent processing and analysis.
Dataset Insights
Sample Examples
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| duration | string | Duration |
| quality | string | Resolution |
Compliance Statement
| Authorization Type | Proprietary - Commercial AI Training License (No Redistribution) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Frequently Asked Questions
- What is the main purpose of the Dangerous Goods Vehicle Violation Parking Detection Dataset?
- The dataset is primarily used for identifying and detecting the risky behavior of dangerous goods vehicles parking in unauthorized areas, thus enhancing road traffic safety.
- What industries can this dataset be applied to?
- This dataset is applicable to the transportation industry, especially in the areas of traffic safety monitoring, intelligent transportation systems, and urban management.
- What kind of problems can be solved using this dataset?
- This dataset can be used to effectively detect and prevent dangerous goods vehicles from parking in unauthorized areas, thereby reducing the risk of accidents caused by illegal parking.
- Why choose video modality to detect violations of dangerous goods vehicles?
- Video modality provides real-time and dynamic scene data, allowing for more accurate capturing of vehicle behavior and environmental features, which helps in identifying complex traffic violations.
- How does this dataset support the development of intelligent transportation systems?
- By providing accurate detection of dangerous goods vehicle violations, this dataset supports automated monitoring and decision analysis in intelligent transportation systems, enhancing traffic management efficiency.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Hazardous Materials Vehicle Illegal Parking Behavior Detection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/6a6bb621e50690149c78d1c86b2358a0?dataset_scene_id=1},
urldate={2025-09-15},
keywords={hazardous materials vehicle, illegal parking, traffic monitoring, event detection, video dataset},
version={1.0}
}Using this in research? Please cite us.
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