Metal Bolt Detection Dataset
V1.0Latest Update: | 2025-10-15 | Samples: | 15000 records |
Samples: | 15000 records | ||
File Size: | 3.2G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | Industrial Inspection | Quality Control | ||
Applications: | Object Detection | Image Classification | ||
Brief Introduction
The current industrial sector faces significant challenges in ensuring the quality and safety of components like metal bolts used in machinery. Existing inspection methods often rely on manual checks, which can be inconsistent and error-prone. This dataset aims to address the need for an automated solution that enhances accuracy and efficiency in bolt detection. The dataset consists of images captured in controlled environments using high-resolution cameras, with rigorous quality control protocols involving multiple annotation rounds and expert reviews to ensure data integrity. The data is stored in JPEG format, organized into structured folders for easy access and processing.
Sample Examples
| Image | File Name | Resolution | Defect Type | Bolt Type | Material | Presence Of Thread | Bolt Head Shape | Surface Condition |
|---|---|---|---|---|---|---|---|---|
 | 85245298a010bd0df3d5785d578e6407.png | 1280*1890 | No obvious defects | Hex head bolt | Stainless steel | Threaded | Hexagon | Smooth |
 | 91e6b7d2bb2ea84ec73734a153234959.png | 1280*1827 | No obvious defects | Cylindrical bolt | Steel | Threaded | Triangular weld | Smooth |
 | beb92bc1b1ba1df209c00f15327cea55.png | 1280*921 | No obvious defects | Hex socket bolt | Carbon steel | Threaded | Round head | Smooth |
 | 73b5349f2975c57a1af506773f66e33a.png | 1280*1641 | No Apparent Defect | Expansion Bolt | Galvanized Steel | Threaded | Conical | Smooth |
 | e360199844a4af71de47f8f0c6506ad4.png | 1280*1749 | No Apparent Defect | Hex Head Bolt | Stainless Steel or Similar Alloy | Threaded | Hexagonal | Smooth |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| defect_type | string | The type of bolt defects identified, such as cracks, rust, deformation, etc. |
| bolt_type | string | The type of bolt, such as hex head, square head, etc. |
| material | string | The material of the bolt, such as stainless steel, carbon steel, etc. |
| thread_presence | boolean | Whether the bolt has threads. |
| head_shape | string | The shape of the bolt head, such as round, hexagonal, etc. |
| surface_condition | string | The physical state of the bolt's surface, such as smooth, rough, etc. |
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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