Home/Medical Health/Surgical Robot Operation Status Classification Image Dataset

Surgical Robot Operation Status Classification Image Dataset

V1.0
Latest Update:
2025-11-30
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
surgical monitoring | robot-assisted surgery | medical research
Applications:
classification task | status recognition

Brief Introduction

The current medical industry is gradually popularizing the use of robotic technology in surgeries. However, due to the complex and ever-changing states during surgery, existing datasets struggle to cover various operational states, resulting in suboptimal model training. Existing solutions often lack sufficient high-quality labeled images, limiting the efficacy of machine learning algorithms. This dataset aims to provide a rich array of surgical robot operation status images to help researchers develop more accurate classification models. Data is captured using high-resolution cameras in real surgical environments to ensure authenticity and reliability. For quality control, the data undergoes multiple rounds of labeling, with consistency checks and expert reviews of the labeling results to ensure data quality. Data is stored in JPG format, organized into folders for convenient subsequent use and management. The dataset structure is clear, allowing users to quickly find the information they need.

Sample Examples

ImageFile NameResolutionOperation StageRobot Status
b23054b0c45374f2e2ec1b8126f4c66e.jpg1080*608The surgery is in progress, with medical staff preparing to start the operation.The robot is in a working state, ready to perform surgery.
f05668d1c4e835081e8d176a9f882692.jpg1080*1441Surgery preparation stage, not in operation.Idle state.
4c22768e753818de1f9fd74fe3557b16.jpg1080*1440Exhibition or demonstration phase, no surgery in progress.Idle state, not executing a task.
599b3f3387fe09a34a5b27b1f8903ce7.jpg1080*1441Surgery preparation stage, operator preparing to control the robot.The robot is in standby mode, operator preparing at the console.
6af1a586ed6e79a1e9188d1a18c1d0f5.jpg1080*810Surgical preparation or control stage.In operation.

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
operation_stagestringIndicates the current stage in the surgical procedure.
robot_statusstringIdentifies the operational status of the robot in the image (idle, working, fault, etc.).

Compliance Statement

ItemContent
Authorization TypeCC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial UseRequires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and AnonymizationNo PII, no real company names, simulated scenarios follow industry standards
Compliance SystemCompliant with China’s Data Security Law / EU GDPR / supports enterprise data access logs

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