High-Frequency Connector Detection Dataset
V1.0Latest Update: | 2025-10-15 | Samples: | 20000 records |
Samples: | 20000 records | ||
File Size: | 3.5G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | Quality Inspection | Manufacturing | 5G Device Testing | ||
Applications: | Object Detection | Image Classification | ||
Brief Introduction
In the current industrial landscape, the rapid integration of 5G technology poses significant challenges in quality control, specifically in high-frequency connector testing. Existing solutions often lack accuracy and efficiency, leading to increased production costs and time delays. This dataset aims to address these technical challenges by providing a comprehensive collection of images from high-frequency connector inspections, facilitating the development of advanced quality assessment algorithms. The data is collected using high-resolution cameras in a controlled environment, ensuring consistent lighting and background. Rigorous quality control measures, including multi-round annotations and expert reviews, are implemented to maintain high standards of data integrity. The dataset is stored in JPG format, organized by categories based on inspection results.
Sample Examples
| Image | File Name | Resolution | Connector Type | Defect Type | Defect Severity | Defect Location | Manufacturing Source | Detection Type | Surface Condition |
|---|---|---|---|---|---|---|---|---|---|
 | 9248e0b91cb2eff222c5b94e2a9ce405.png | 1932*1500 | Multipole Connector | No Obvious Defect | None | None | Unknown | Manual Inspection | Smooth |
 | 43bf4dcddbfc08818eb45647e849029f.png | 897*1500 | Round High-frequency Connector | No Obvious Defect | None | None | Unknown Manufacturer | Manual | Smooth |
 | f5a6afbad2d53cc44dcda63536062696.png | 2004*1500 | Round High-frequency Connector | No Obvious Defect | Not Applicable | Not Applicable | Unknown | Visual Check | Smooth |
 | cd4e9c497ee7fbe76da8bd8e506fe547.png | 1333*1500 | high frequency circular connector | no noticeable defect | not applicable | not applicable | unknown | not applicable | smooth |
 | 9640ba850a6e17e477d3382f962824cf.png | 2237*1500 | rectangular multi-pin high frequency connector | no noticeable defect | none | none | unknown | manual analysis | smooth surface, good metal condition |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| connector_type | string | Used to identify the specific type of high-frequency connector. |
| defect_type | string | Types of defects in the connector, such as scratches or cracks. |
| defect_severity | string | Description of the severity of the defect, such as minor or major. |
| defect_location | string | The specific location of the defect in the connector. |
| manufacturing_origin | string | The manufacturer or production line of the connector. |
| inspection_type | string | The method or technology used to perform detection, such as automatic or manual. |
| surface_condition | string | The overall condition of the connector's surface, such as smooth or uneven. |
Compliance Statement
| Item | Content |
|---|---|
| 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 |
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