Home/Industry/Connector Detection Dataset

Connector Detection Dataset

V1.0
Latest Update:
2025-10-15
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Connector Inspection | Automated Plugging Mechanism Positioning
Applications:
Object Detection | Image Classification

Brief Introduction

The current industrial sector faces significant challenges in ensuring the quality and accuracy of connector assemblies, which are critical for system reliability. Existing solutions often lack precision and are not versatile enough to adapt to various connector types. This dataset aims to address the need for a robust training resource that can improve the performance of detection algorithms in identifying connectors and ensuring proper alignments in automated systems. The dataset consists of images captured in controlled environments using high-resolution cameras, ensuring clarity and detail. Quality control measures include multi-round annotations, consistency checks among annotators, and expert reviews to maintain high standards. Data is organized in a structured manner, with images stored in JPG format and accompanied by metadata for each image in a JSON file.

Sample Examples

ImageFile NameResolutionLabel
344fb569d24d6a2b630f58cedf633948.png1500*1575Neither pins nor socket are connected
4a9c0186671b00b78fb5c1fe4aca1551.png1500*985Pins in the image are neatly arranged, with no connector plugged into the socket
965dfa13dcc861f9f5832214fe6c99d3.png1500*996Pins and socket state show various markings, including PWR_LED, HDD_LED, SPEAKER, PWR_SW, RESET.
e317e0e1ccb19746ea2a0e15ee380a0a.png1500*994Pins and sockets are properly connected
59c62ced549c0c7f4c0b221fc7505f23.png1500*1567Pins and sockets are well connected

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
labelstringAnnotated status of the plug and socket.

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

Can't find the data you need?

Post a request and let data providers reach out to you.