Metal Bolt Detection Dataset
#Object Detection #Image Classification #Industrial Inspection #Quality Control
- 15000 records
- 3.2G
- JPG/PNG/JSON
- CATL
MOBIUSI INC
Updated:2026-10-21
AI Analysis & Value Prop
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.
Dataset Insights
Sample Examples
85245298**.png|1280*1890|3.43 MB
91e6b7d2**.png|1280*1827|2.57 MB
beb92bc1**.png|1280*921|1.46 MB
73b5349f**.png|1280*1641|1.70 MB
e3601998**.png|1280*1749|2.02 MB
Technical Specifications
| 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
| Authorization Type | Proprietary - Commercial AI Training License (No Redistribution) |
| 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 industrial applications is the Metal Bolt Detection Dataset suitable for?
- The Metal Bolt Detection Dataset is suitable for industrial applications such as defect detection and quality control.
- What types of images are included in the Metal Bolt Detection Dataset?
- The Metal Bolt Detection Dataset includes high-quality images of metal bolts.
- How can the Metal Bolt Detection Dataset be used for machine learning training?
- The images in the Metal Bolt Detection Dataset can be used to train object detection models for automated defect detection.
- What is the role of object detection models in the Metal Bolt Detection Dataset?
- Object detection models help identify and detect defective metal bolts in images.
- What are the advantages of the Metal Bolt Detection Dataset?
- The Metal Bolt Detection Dataset provides high-quality images that aid in accurate defect detection and quality control.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Metal Bolt Detection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/59259cf5d8f061de15e6937ea7eb7a49?cate=2},
urldate={2025-08-28},
keywords={metal bolt detection,industrial inspection dataset,image dataset for quality control},
version={1.0}
}Using this in research? Please cite us.
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