Blood Collection Needle Image Dataset

#object detection #image classification #medical imaging analysis #automated diagnosis #clinical application
  • 5000 records
  • 1.2G
  • JPG/PNG/JSON
  • CC-BY-NC-SA 4.0
  • MOBIUSI INCMOBIUSI INC
Updated:2026-02-04

AI Analysis & Value Prop

In recent years, medical imaging analysis techniques have played an important role in disease screening and diagnosis, but existing datasets often lack diversity and annotation accuracy, leading to poor model training performance. To enhance the application effect of object detection models in medical imaging, this dataset aims to provide high-quality, accurately annotated blood collection needle images. The data is collected via professional medical equipment in real clinical environments, ensuring the authenticity and reliability of the data. The data processing includes multiple rounds of annotation, consistency checks, and expert reviews to ensure high data quality. Data is stored in JPG format, with a clear structure that facilitates subsequent processing and use.

Dataset Insights

Sample Examples

b2e1aeb2**.jpg|1280*1706|235.70 KB

75cfd39e**.jpg|1280*1706|337.50 KB

8fbb5387**.jpg|1280*1706|228.18 KB

dc9aec93**.jpg|1280*1706|233.90 KB

Technical Specifications

FieldTypeDescription
file_namestringFile name
qualitystringResolution
needle_typestringIndicates the type of blood collection needle, such as butterfly needle, straight needle, etc.
cap_presencebooleanDetermines whether the blood collection needle has a cap or not.

Compliance Statement

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

Frequently Asked Questions

What types of images are included in the Blood Collection Needle Image Dataset?
The Blood Collection Needle Image Dataset primarily includes various images of blood collection needles used in the medical field, suitable for object detection.
What is the application of the Blood Collection Needle Image Dataset in the healthcare industry?
The Blood Collection Needle Image Dataset can be used to improve the accuracy of medical equipment recognition systems, especially in automated medical imaging analysis systems.
How do object detection datasets aid the development of the medical industry?
Object detection datasets can enhance the accuracy and efficiency of automated medical image recognition, supporting intelligent diagnosis and reducing human error.
Is this dataset suitable for training machine learning models?
Yes, this Blood Collection Needle Image Dataset is well-suited for training machine learning models, especially in object detection tasks.
How is the quality of the Blood Collection Needle Image Dataset evaluated?
The Blood Collection Needle Image Dataset excels in image quality and annotation accuracy, providing a reliable basis for object detection tasks.

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Cite this Work

@dataset{Mobiusi2025,
  title={Blood Collection Needle Image Dataset},
  author={MOBIUSI INC},
  year={2025},
  url={https://www.mobiusi.com/datasets/43af68267f39c5d7416a626abbd18df7?dataset_scene_id=4},
  urldate={2025-10-22},
  keywords={blood collection needle dataset, medical image data, object detection, medical imaging analysis},
  version={1.0}
}

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