Medical Consumables Operation Dataset
#object detection #image classification #medical imaging analysis #consumables management #surgical process monitoring
- 5000 records
- 1.5G
- JPG/PNG/JSON
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
The current medical industry faces challenges such as poor consumable management and insufficient surgical process monitoring, leading to wasted medical resources and potential patient safety hazards. Existing image detection technologies are insufficient in the complex surgical environment to meet the needs of real-time monitoring and precise management. This dataset aims to provide high-quality medical consumables operation images to address the requirements for image precision and annotation accuracy in object detection processes. Data collection is conducted in a real surgical environment using high-definition camera equipment to ensure data authenticity and validity. In terms of quality control, a combination of multiple rounds of annotation and expert review is used to ensure annotation consistency and accuracy for each image. Data is stored in JPG format and organized by image ID for easy retrieval and use.
Dataset Insights
Sample Examples
08cf9fa8**.jpg|1280*1706|156.14 KB
04d05972**.jpg|1280*1509|133.49 KB
14b1d86f**.jpg|1280*1706|234.12 KB
cbbf4174**.jpg|1280*1706|284.14 KB
07a9c37f**.jpg|1280*1920|216.77 KB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| object_type | string | The type or category of medical consumables detected in the image. |
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 medical consumable operation dataset?
- The medical consumable operation dataset is a collection of high-quality images of consumable operations, designed specifically for object detection tasks in the medical field.
- What medical applications is this dataset suitable for?
- This dataset is suitable for medical consumable management, surgical preparation, and equipment maintenance applications that require object detection tasks.
- What types of images does the dataset contain?
- The dataset contains various high-quality images related to the operation of medical consumables for use in object detection algorithms.
- How can this dataset be used for object detection?
- This dataset can be used to train machine learning models to help identify and locate various medical consumables.
- What is the industry field of the medical consumable operation dataset?
- The industry field of the medical consumable operation dataset is healthcare, focusing on improving the efficiency and accuracy of medical operations.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Medical Consumables Operation Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/881b844fd89a6933f6ed932a6a6df6cf?dataset_scene_id=4},
urldate={2025-10-22},
keywords={medical consumables, object detection, medical imaging, surgical monitoring, dataset},
version={1.0}
}Using this in research? Please cite us.
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