Home/Industry/Brackets and Hangers Object Detection Dataset

Brackets and Hangers Object Detection Dataset

V1.0
Latest Update:
2025-10-13
Samples:
20000 records
File Size:
3.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Equipment Inspection | Assembly Quality Control
Applications:
Object Detection | Image Classification

Brief Introduction

The current industrial sector faces challenges in the accurate inspection of equipment assembly, especially for electrical cabinets and related components. Existing solutions often lack precision and require extensive manual intervention, leading to delays and increased operational costs. This dataset aims to address the technical issue of object detection in assembly processes, providing a robust solution to enhance automation and efficiency in quality control. The data was collected using high-resolution cameras in controlled environments, ensuring clarity and detail in the images. Quality control measures included multiple rounds of annotation, consistency checks, and expert reviews to ensure high-quality data. The dataset is organized in a structured format with clear labeling to facilitate easy access and processing.

Sample Examples

ImageFile NameResolutionTarget TypeTarget LocationNumber of TargetsLighting ConditionsImage QualityBackground ComplexityTarget MaterialShooting AngleTarget ColorTarget Size
0a1982096b6ffe9def53becf9b13c124.jpg1500*2000cabinet or data center rackoccupying most of the imagemultipleadequate indoor lightingclear, relatively high resolutionrelatively simple, mainly indoor environmentmetalside viewgray and blacklarge, suitable for data center use
76163fc3ef63f56514a862db7c7cae02.jpg1279*1712cabinet rackleft-middle part1natural lightclearmedium complexitymetaloblique viewsilver graylarge
0f83c6335fd50a876f21f7cf5b934c86.jpg1707*1279cabinet racknear the center of the image7adequate lighting from indoor lights and windowsclear, relatively high resolutionsimple, some text and windowsmetalfront view, slightly side viewgray and redlarge, occupying most of the image space
33c0ea63930aed40294c90e79a85b290.jpg1707*1279telecommunications rackcenter and sides of the imagemultipleindoor lighting, quite brightclear, high resolutionrelatively simple background, mostly walls and floorsmetalside viewgraylarge
a59c19ce64858f06e07dc9e5bbc5c68a.jpg1280*1280Metal bracketMain part of the imageMultipleGood lightingClear, high resolutionModerate complexityMetalFrontal viewSilverLarge

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
object_typestringThe type of bracket or hanger in the image.
object_positionjsonThe location coordinates of the target in the image (usually bounding box coordinates).
object_countintThe number of targets identified in the image.
illumination_conditionstringThe lighting conditions at the time the image was taken.
image_qualitystringThe clarity and resolution of the image.
background_complexitystringThe complexity level of the background, including simple, complex, or no background.
object_materialstringThe material of the bracket or hanger, such as metal, plastic, etc.
capture_anglestringThe perspective of the image when taken, such as front view, side view, top view, etc.
object_colorstringThe color of the bracket or pendant.
object_sizestringThe size or dimensions information of the bracket or pendant.

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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