Public-Scene Fighting and Walking Behavior Image Recognition Dataset

#Behavior Classification #Human Behavior Recognition #Image Classification #Abnormal Behavior Detection #Visual Feature Learning #Public Area Incident Alerts #Venue Security Monitoring #Campus Safety Patrols #Transit Hub Behavior Analysis #Commercial Space Risk Detection
Records
7221
Size
0.6GB
Format
piece
Provider
MOBIUSI INCMOBIUSI INC
Updated
v1.02026-11-04
AI Analysis & Value Prop

This dataset contains images of people fighting and walking in public scenes, together with corresponding annotations, for distinguishing these two representative behaviors. Each image record includes a unique identifier, image and annotation file paths, a category ID, and image dimensions and format to support data organization and model training. It is suitable for public-area incident monitoring, video analytics development, and evaluation of visual recognition models.

Overview

Dataset Insights

Preview

Sample Examples

8a7f241c**.jpg||0 B

Schema

Technical Specifications

file_namestringFile name
qualitystringResolution
image_idstringA unique identifier for the image record.
image_pathstringThe file path to the image.
label_pathstringThe file path to the corresponding annotation.
category_idarrayThe identifier for the image's behavior category.
image_widthnumberThe width of the image in pixels.
image_formatstringThe file format of the image.
image_heightnumberThe height of the image in pixels.

Trust

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

FAQ

Frequently Asked Questions

Which behavior categories are included?
The dataset focuses on people fighting and walking in public scenes. Each record includes a category ID to support distinguishing and analyzing these behaviors.
What information is provided for each image?
Records include a unique image identifier, image path, annotation file path, category ID, image width, image height, and image format for indexing, loading, and organizing training data.
Which model tasks is the dataset suitable for?
It can support human behavior classification, fighting behavior recognition, abnormal behavior monitoring, and evaluation of related vision models. Before training, check the annotation format and verify data quality and splits according to project requirements.
How can I obtain the data, and what are the licensing terms?
Refer to the product listing for download options, delivery details, and license terms. Before commercial deployment or public model release, confirm the permitted use and compliance requirements for the images.

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Cite this Work

@dataset{Mobiusi2026,
  title={Public-Scene Fighting and Walking Behavior Image Recognition Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/d8ac55d700ac8be27d8b060854cd1ec2?dataset_scene_cate_type=4},
  urldate={2026-11-04},
  keywords={human behavior recognition dataset,fighting behavior images,walking behavior recognition,public scene vision data,abnormal behavior detection,security image annotations,behavior classification training data,people monitoring},
  version={1.0}
}

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