Precision Locating Pin Inspection Dataset
#Object Detection #Image Classification #Mold Assembly #Precision Alignment Inspection
- 15000 records
- 3.2G
- JPG/PNG/JSON
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-03-07
AI Analysis & Value Prop
The current industrial sector faces significant challenges in ensuring the precision of mold assembly and alignment processes, which are crucial for product quality. Existing solutions often fall short due to the variability in human inspection and the limitations of traditional measurement tools. This dataset aims to address the need for automated quality control solutions by providing high-quality images of precision locating pins along with their inspection labels. The data is collected using high-resolution cameras in controlled environments, ensuring consistent lighting and focus. Quality control measures include multiple rounds of annotation, consistency checks among annotators, and expert reviews to maintain high labeling accuracy. The dataset is organized in a standard JPG format, structured in folders categorized by inspection results. The collection process involves capturing images from various angles and conditions to ensure robustness.
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
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 Precision Pin Detection Dataset?
- The Precision Pin Detection Dataset is a target detection dataset for the industrial field, providing high-quality image data specifically for the detection task of precision locating pins.
- How can this dataset be used to improve industrial quality inspection technology?
- This dataset offers abundant image data that can be used to train deep learning models, improving the accuracy and efficiency of pin detection, thus enhancing the overall level of industrial quality inspection technology.
- What are the main application scenarios for the Precision Pin Detection Dataset?
- This dataset is primarily used in industrial production environments that require high-precision screening and detection, such as component detection on mechanical assembly lines.
- What are the advantages of using this dataset for object detection?
- The advantage of using this dataset for object detection is that it provides high-quality image data which helps improve the accuracy and robustness of models, making it suitable for complex industrial environments.
- In what ways does this dataset demonstrate its importance in the industrial field?
- In the industrial field, this dataset demonstrates its importance by supporting automated detection processes, reducing human intervention, enhancing detection efficiency and accuracy, and lowering production costs.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Precision Locating Pin Inspection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/0d007faec87bdd2dc825a6e82c57fb61},
urldate={2025-08-28},
keywords={Precision Locating Pin Dataset,Image Inspection Dataset,Industrial Quality Control},
version={1.0}
}Using this in research? Please cite us.
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