Personnel Fall Posture Recognition and Safety Behavior Visual Monitoring Dataset

#Human pose recognition #Fall detection #Safety behavior classification #Object detection #Image classification #Fall alerts in care facilities #In-home care monitoring #Factory safety inspections #Public-area incident monitoring #Nursing station event review
Records
7782
Size
0.4GB
Format
piece
Provider
MOBIUSI INCMOBIUSI INC
Updated
v1.02026-11-05
AI Analysis & Value Prop

This dataset contains images for recognizing personnel fall postures and monitoring safety behaviors, with fields such as image paths, annotation file paths, category IDs, image dimensions, and image formats to support image-annotation matching and data management. The sample count, category definitions, and collection environments should be verified against the supplied files and documentation. The data can support fall detection, safety behavior recognition, and visual monitoring model training and evaluation for applications such as elder care, workplace safety, and intelligent surveillance.

Overview

Dataset Insights

Preview

Sample Examples

e68cb234**.jpg||0 B

Schema

Technical Specifications

file_namestringFile name
qualitystringResolution
image_idstringUnique identifier for the image.
image_pathstringPath to the image file.
label_pathstringPath to the annotation file associated with the image.
category_idarrayIdentifier for the image's assigned category.
image_widthnumberWidth of the image in pixels.
image_formatstringFormat of the image file.
image_heightnumberHeight 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

What does the dataset contain?
The data includes images for personnel fall posture recognition and safety behavior monitoring, along with fields for image IDs, image paths, annotation file paths, category IDs, image width and height, and image format. Refer to the supplied annotation documentation for category definitions.
What are the dataset size and image specifications?
The available information does not specify the sample count, resolution range, or exact image formats. Image width, height, and format can be checked in the corresponding fields. Verify the files and annotations for completeness before use.
How can I access and use the data?
Obtain the files and accompanying annotations through the provider's published page or delivery channel. Use the image and annotation paths to match samples, then follow the category IDs and annotation guidelines when loading or training on the data.
How should licensing and intended use be confirmed?
Check the provider's license terms for permitted uses, commercial rights, and redistribution restrictions. The data is suited to visual model development and evaluation for fall detection, safety behavior recognition, elder care monitoring, and workplace safety.

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Cite this Work

@dataset{Mobiusi2026,
  title={Personnel Fall Posture Recognition and Safety Behavior Visual Monitoring Dataset},
  author={MOBIUSI INC},
  year={2026},
  url={https://www.mobiusi.com/datasets/c91e7841e21de70f0c814950d51c668b?dataset_scene_id=10},
  urldate={2026-11-04},
  keywords={personnel fall dataset,fall posture recognition,safety behavior monitoring,visual surveillance data,human pose dataset,fall detection training,intelligent security images,behavior recognition dataset},
  version={1.0}
}

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