Home/Industry/Camera Module Parts Detection Dataset

Camera Module Parts Detection Dataset

V1.0
Latest Update:
2025-10-16
Samples:
5000 records
File Size:
3.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Industrial Inspection | Quality Control | Manufacturing Process
Applications:
Object Detection | Image Classification

Brief Introduction

The current industrial sector faces challenges in ensuring the consistency and quality of assembled camera modules. Traditional inspection methods are often time-consuming and prone to human error, leading to increased production costs and defective products. This dataset aims to address these challenges by providing a comprehensive collection of images for the automatic detection of defects in camera module parts, enhancing quality control processes. The dataset is constructed using high-resolution images captured in a controlled manufacturing environment, with multiple rounds of annotation and expert reviews to ensure high-quality labels. Images are stored in JPG format and organized by part type and defect labels for easy access and analysis. Quality control measures include multi-round annotations and consistency checks to maintain high accuracy.

Sample Examples

ImageFile NameResolutionPart TypeDefect PresenceSurface Material
9f257210a65a027f32409bd732201358.png1280*1490camera module and circuit boardNoMetal, Plastic
49ad9aabc90860cf4c83a8fffe82f433.png1280*1351camera moduleNoPlastic
8b613da427d5ff6d438ae7e1667f5cc4.jpg1280*960Circuit Board and LensNoMetal, Plastic
fa7f98866e720e6ddd42499d9fd8b613.png1280*1455Camera ModuleNoMetal, Plastic

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
component_typestringThe specific type of part in the camera module, such as circuit board, lens, etc.
defect_presentbooleanDetermine whether the part has a defect.
surface_materialstringThe surface material of the camera module parts, such as metal, plastic, etc.

Compliance Statement

ItemContent
Authorization TypeCC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike)
Commercial UseRequires exclusive subscription or authorization contract (monthly or per-invocation charging)
Privacy and AnonymizationNo PII, no real company names, simulated scenarios follow industry standards
Compliance SystemCompliant with China’s Data Security Law / EU GDPR / supports enterprise data access logs

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