Lens Protection Cover Detection Dataset
#Object Detection #Quality Assurance #Camera Module Packaging Inspection #Automatic Film Application Verification
- 15000 records
- 3.2G
- JPG/PNG/JSON
- CC-BY-NC-SA 4.0
MOBIUSI INC
Updated:2026-02-04
AI Analysis & Value Prop
In the current industrial landscape, the demand for efficient quality control systems is increasing, especially for camera module packaging. However, existing solutions often struggle with accuracy and speed in defect detection, leading to potential production losses. This dataset aims to address the need for precise inspection tools by providing high-quality images with annotations for lens protection cover detection. The dataset consists of images captured in controlled environments using high-resolution cameras. Data quality is ensured through multiple rounds of annotation and expert reviews to maintain consistency and accuracy. Images are stored in JPG format, organized into folders by categories to facilitate easy access and processing. The dataset is designed to enhance training performance for object detection algorithms.
Dataset Insights
Sample Examples
ee6bf473**.jpg|1080*1400|150.65 KB
e0fa78e7**.jpg|1187*1044|121.65 KB
122c1dc7**.jpg|1080*1382|122.42 KB
23081c09**.jpg|1080*1440|575.17 KB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| object_count | int | The number of lens shields detected in the image. |
| reflectivity | float | The reflectance of the lens protector surface, quantifying the reflective properties. |
| object_position | string | The specific position coordinates of the lens protector in the image. |
| scratch_presence | boolean | Whether there are scratches on the lens protector (Yes: true, No: false). |
| contamination_level | string | The detected level of pollution on the lens protector, such as no pollution, slight pollution, moderate pollution, or heavy pollution. |
| material_type | string | The material type of the lens protector, for example: glass, plastic, polycarbonate, etc. |
| edge_smoothness | float | The measurement value of the smoothness of the lens protector's edges. |
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 does the Lens Protector Detection Dataset include?
- The dataset includes images used for automatically detecting camera module lens protectors, enhancing detection efficiency.
- Who can benefit from the Lens Protector Detection Dataset?
- Primarily companies in the industrial sector and researchers developing automated detection systems can benefit.
- How is the Lens Protector Detection Dataset annotated?
- Each image in the dataset is annotated with the location of the camera module lens protector to support the training of object detection models.
- Why is lens protector detection crucial for the industry?
- Accurate detection of lens protectors helps ensure the quality of camera modules and reduces the defect rate during production.
- In which technological fields can the Lens Protector Detection Dataset be applied?
- The dataset can be applied in the fields of computer vision, machine learning, and automated detection technologies.
- What optimizations does the Lens Protector Detection Dataset bring to automated detection?
- The dataset provides training material for automated detection tasks, thereby improving accuracy and efficiency.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Lens Protection Cover Detection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/98d1a2498268b64c9a491f9803f6db26?cate=2},
urldate={2025-08-28},
keywords={Lens Protection Cover Dataset,Camera Module Inspection,Industrial Quality Control,Object Detection Dataset},
version={1.0}
}Using this in research? Please cite us.
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