Drug Injection Dataset
#Object Detection #Image Segmentation #Medical Image Analysis #Drug Injection Monitoring #Clinical Research
- 5000 records
- 1.5G
- JPG/PNG/JSON
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
In the current medical industry, the safety and effectiveness of drug injections face many challenges, especially for critically ill patients and special cases where accurate injection location and dosage are crucial. However, existing solutions often lack sufficient precision and real-time feedback, leading to medical accidents. This dataset aims to assist researchers and clinicians in developing more intelligent injection assistance systems by providing well-annotated drug injection images. Data collection uses professional medical imaging equipment in real clinical environments to ensure the authenticity and reliability of the data. In terms of quality control, multiple rounds of annotation and expert review are employed to ensure the accuracy and consistency of data annotations. The data storage format is JPG/JSON, and image files are organized according to certain rules for easy subsequent processing and analysis.
Dataset Insights
Sample Examples
bb25188b**.jpg|1280*1706|234.12 KB
1f212ad3**.jpg|1280*1706|170.44 KB
4be364c0**.jpg|1280*1529|189.05 KB
38e14cbb**.jpg|1280*1920|216.77 KB
24e33331**.jpg|1280*1578|125.38 KB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| syringe_type | string | Type of syringe depicted in the image, such as disposable syringe or insulin syringe. |
| liquid_color | string | The color of the liquid medication inside the syringe. |
| hand_position | string | The position and posture of the hand operating the syringe. |
| glove_presence | boolean | Indicates whether gloves are worn by the medical personnel 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 are the main contents of the Drug Injection Dataset?
- The Drug Injection Dataset mainly includes high-quality images for medical image analysis, focusing on injection scene object detection.
- What are the application scenarios for the Drug Injection Dataset?
- This dataset is suitable for medical image analysis, the development and evaluation of object detection algorithms, and related machine learning research.
- How to choose a suitable object detection model for the Drug Injection Dataset?
- You can select different deep learning object detection models, such as YOLO or Faster R-CNN, based on the size and complexity of the targets in the dataset.
- What is the value of the Drug Injection Dataset in the healthcare industry?
- The Drug Injection Dataset provides important data support for precision medicine, enhancing automation and intelligence in injection procedures.
- How is the image data in the Drug Injection Dataset annotated?
- Images in the dataset are annotated with bounding boxes using professional annotation tools for training and validating object detection models.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Drug Injection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/74a6323138ec5a73acfa73cc0b715db9?dataset_scene_id=4},
urldate={2025-10-22},
keywords={Drug Injection Dataset, Medical Imaging, Object Detection Dataset, Medical Image Analysis},
version={1.0}
}Using this in research? Please cite us.
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