Home/Industry/Front Lamp Detection Dataset

Front Lamp Detection Dataset

V1.0
Latest Update:
2025-10-16
Samples:
5000 records
File Size:
1.2G
Format:
JPG/PNG/JSON
Data Domain:
Image
Holder:
MOBIUSI INCMOBIUSI INC
Industry Scope:
Assembly Line Automation | Accident Vehicle Quick Inspection
Applications:
Object Detection | Image Classification

Brief Introduction

In the industrial sector, the need for automated quality control and rapid inspection of accident vehicles is increasing due to the growing complexity of production lines and safety regulations. Current solutions often struggle with accuracy and speed, leading to inefficiencies and potential safety hazards. This dataset aims to address these challenges by providing high-quality annotated images of front lamps to enhance detection algorithms. Data is collected using high-resolution cameras in controlled environments, ensuring a consistent quality. Multiple rounds of annotation and expert reviews are implemented to maintain high standards of labeling accuracy. The dataset is stored in JPG format, organized by image categories, and supported by a comprehensive metadata structure.

Sample Examples

ImageFile NameResolutionHeadlight PositionNumber Of HeadlightsGlare PresenceType Of Headlights
d26cdf42cdca82f6c9f07283a3752eb5.jpg1280*1434Center right side of the image1Slight glare presentLED lamp
ab4d4697bee73f4b195b60fb57bf07ac.jpg1280*1434Top right side of the image1No obvious glareLED lamp
a4c8a620fd4b04142a4602be3aaaac66.png1280*1434Left side of the image near the center1No obvious glareLED lamp
fcfd2cc5bb83b517736e6e45c8c38454.jpg1280*1434Left side of the image1No obvious glareLED lamp
46b61577716d303374c4e4354c3901d1.jpg1280*1434middle left of the image1no significant glareLED light

Data Structure

FieldTypeDescription
file_namestringFile name
qualitystringResolution
headlight_positionstringThe position or area information of the headlights in the image.
headlight_countintThe number of headlights detected in the image.
glare_presencebooleanWhether there is glare from the headlights present in the image.
headlight_typestringThe type of headlights, such as halogen lamps, LED lights, 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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