Operating Room Instrument Recognition Dataset
#image classification #object detection #instance segmentation #medical image analysis #instrument automatic recognition #intelligent operating room management
- 500 records
- 1.6G
- JPG
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
This dataset features outstanding data quality, with an annotation accuracy of over 95%, ensuring high consistency and completeness. In terms of technological innovation, the latest deep learning enhancement technologies and AI-assisted annotation methods are introduced, improving model training effectiveness and data annotation efficiency. The application value is evident, significantly reducing errors in surgical instrument recognition and improving the convenience of management operations. Compared with existing similar datasets, it offers a richer variety of instruments and higher recognition accuracy. This dataset possesses unique multi-view perspectives and instrument scarcity, and it has significant advantages in scalability and general applicability in system upgrades and other medical applications.
Dataset Insights
Sample Examples
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Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| instrument_type | string | Indicates the type of surgical instrument. |
| instrument_name | string | The specific name of the surgical instrument. |
| instrument_material | string | Describes the primary material of the surgical instrument. |
| sterilization_status | string | Indicates whether the instrument is sterilized. |
| instrument_color | string | Describes the color of the surgical instrument. |
| instrument_size | string | Represents the size or specification of the instrument. |
| instrument_condition | string | Shows the physical condition of the instrument, such as new, old, damaged, etc. |
| instrument_usage | string | Describes the common surgeries or scenarios in which the instrument is used. |
Compliance Statement
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| 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 Surgical Instrument Recognition Dataset?
- The Surgical Instrument Recognition Dataset is an image dataset designed to enhance the efficiency of automatic recognition and management of instruments in medical environments.
- What is the data modality of the Surgical Instrument Recognition Dataset?
- The data modality of the Surgical Instrument Recognition Dataset is images.
- Which industry does the Surgical Instrument Recognition Dataset apply to?
- The Surgical Instrument Recognition Dataset applies to the healthcare industry.
- How does the Surgical Instrument Recognition Dataset improve recognition efficiency?
- The dataset enhances recognition efficiency by providing images of instruments, aiding in training models to improve their ability to recognize instruments in medical environments.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2026,
title={Operating Room Instrument Recognition Dataset},
author={MOBIUSI INC},
year={2026},
url={https://www.mobiusi.com/datasets/f4ee0e4923514b740438db6b046a8569?dataset_scene_cate_type=3},
urldate={2026-02-04},
keywords={surgical instrument recognition, medical image analysis dataset, intelligent operating room management, instrument automatic recognition},
version={1.0}
}Using this in research? Please cite us.
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