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Metal Structure Component Detection Dataset

V1.0
Latest Update:
2025-10-16
Samples:
5000 records
File Size:
1.5G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Structural Inspection | Quality Control | Defect Detection
Applications:
Object Detection | Image Classification

Brief Introduction

The current industrial landscape faces significant challenges in ensuring quality and consistency in metal structure components. Existing solutions often lack the precision and scalability needed for effective defect detection and dimensional verification. This dataset aims to address the specific technical issues related to automated inspection processes in manufacturing environments. It includes a comprehensive collection of images representing various metal components, annotated with defect types and dimensional specifications. Data collection methods include high-resolution imaging using state-of-the-art cameras in controlled environments, ensuring clarity and detail. Quality control measures such as multi-round annotations, consistency checks, and expert reviews are implemented to maintain high standards. The data is stored in JPG format, organized systematically for easy access and processing.

Sample Examples

ImageFile NameResolutionObject TypeDefect TypeDefect SeverityDimensional Validation ResultColor DeviationSurface Treatment Quality
25447a1d2356a8b74578c364d4c056f7.png1062*1500frameno noticeable defectnonequalifiedno deviationsmooth
6f4afc0b21be4eebe307aa57cfa2ca11.png1115*1500phone standno noticeable defectnonequalifiedno deviationsmooth
1b469ab44428fa47e0a61e9866b378e6.png1105*1500framescratchslightqualifiedno noticeable deviationsmooth
0eb970479d05eafcded2894756b01837.png1154*1500frameslight scratchslightqualifiedno deviationsmooth
06830cc5d917a17b02fd087c1efe823e.png1149*1500Phone back coverNo obvious defectsNonePassNo significant deviationSmooth

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
object_typestringSpecific category of metal structural parts, such as frame, button, etc.
defect_typestringTypes of defects that may exist in the structural parts, such as scratches, cracks, dents, etc.
defect_severitystringClassification of the severity of defects, such as minor, moderate, severe.
dimensions_verifiedbooleanIndicator of whether dimensional validation is qualified.
color_variationbooleanWhether there is a deviation from the standard color detected.
surface_finishstringQuality of the surface treatment, such as smooth, rough.

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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