Food Safety Regulation Kitchen Operation Specification Video Retrieval Dataset
#video retrieval #action recognition #behavior analysis #food safety #catering management #video surveillance #operation specification
- Records
- 500 records
- Size
- 1.6G
- Format
- MP4
- Provider
MOBIUSI INC- Updated
- v1.02026-11-04
AI Analysis & Value Prop
Currently, food safety is a global focus, and the standardization of kitchen operations directly impacts food safety and quality. However, in practice, manual monitoring methods often suffer from inefficiency and poor accuracy. Therefore, relying on video retrieval technology to improve the precision and efficiency of kitchen operation supervision becomes particularly important. The construction of this dataset aims to optimize the monitoring and management of kitchen operations through standardized video data. Data collection is conducted using high-definition camera equipment in a standardized kitchen environment to ensure capturing every key operation of the entire process; Quality control is strictly implemented with multiple rounds of annotation and consistency checks, with expert review by a team with a background in food safety; The annotation team exceeds 50 people with extensive experience in operation specifications. In data preprocessing, video segmentation and action detection technologies were adopted, and the data is stored in MP4 format, organized by time and scene, effectively supporting various downstream tasks.
Overview
Dataset Insights
Preview
Sample Examples
Schema
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| duration | string | Duration |
| quality | string | Resolution |
| scene_activity_type | string | Describes the main kitchen activity types in the video, such as chopping, cooking, washing, etc. |
| num_people | int | The number of people participating in the kitchen operations shown in the video. |
| proper_garments | boolean | Determines whether the attire of personnel in the video complies with hygiene standards. |
| sanitization_compliance | boolean | Evaluates whether the kitchen operations in the video comply with cleaning and sanitation standards. |
| equipment_used | string | Lists the main kitchen equipment used in the video, such as boilers, knives, etc. |
| hazard_present | boolean | Indicates whether there are obvious safety or health risks present in the video. |
| audio_intelligibility | string | Assesses the intelligibility of audio in the video, such as clear, noisy, etc. |
| lighting_quality | string | Evaluation of lighting conditions in the video, such as bright, dim, etc. |
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 is the Food Safety Regulation Kitchen Operation Standard Video Retrieval Dataset?
- It is a video dataset that enhances the efficiency and accuracy of kitchen operation supervision by helping to identify and assess kitchen operation standards.
- How does this dataset improve the efficiency of kitchen operation supervision?
- By using video retrieval technology to quickly identify video segments that do not comply with operation standards, it increases the speed and accuracy of supervision.
- What is the importance of food safety regulation for the catering industry?
- Food safety regulation ensures that catering businesses adhere to health and hygiene standards, preventing food safety incidents.
- What operation standards might the video content in the dataset include?
- The videos might cover common kitchen operation standards such as cleaning, processing, and storage.
- Why choose video as the data modality for supervising kitchen operation standards?
- Video intuitively reflects the actual operation processes and whether standards are being followed, helping in more comprehensive supervision and management.
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Cite this Work
@dataset{Mobiusi2026,
title={Food Safety Regulation Kitchen Operation Specification Video Retrieval Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/b706f037ab2923a0008fd8f1f932ace9?dataset_scene_id=16},
urldate={2026-02-04},
keywords={food safety, kitchen operation specification, video retrieval dataset, action recognition},
version={1.0}
}Using this in research? Please cite us.
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