Wiper Motor Detection Dataset
#Object Detection #Image Classification #Industrial Inspection #Quality Control
- 5000 records
- 1.5G
- JPG/PNG/JSON
- CATL
MOBIUSI INC
Updated:2026-04-14
AI Analysis & Value Prop
The automotive industry faces significant challenges in ensuring the reliability and functionality of components like wiper motors, which are critical for vehicle safety. Current inspection methods often rely on manual checks, leading to inconsistencies and potential oversight. This dataset aims to address the need for automated detection and classification of wiper motor conditions through advanced image processing techniques. The dataset comprises images collected from various angles and lighting conditions to ensure robustness. Data was captured using high-resolution cameras in controlled environments, with strict quality control measures such as multi-round annotations and expert reviews to guarantee accuracy. Images are stored in JPG format, organized by categories of motor conditions, and labeled accordingly. The dataset structure allows for efficient access and retrieval for training machine learning models.
Dataset Insights
Sample Examples
3ba4eb6b**.jpg|1900*3380|1.71 MB
4336b23c**.jpg|1080*530|361.75 KB
19eb64d5**.jpg|1280*1707|951.77 KB
d822367a**.jpg|2277*1280|1.07 MB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| image_quality | string | The overall quality of the image, such as clarity, blurriness, etc. |
| defect_type | string | Possible defect types in the wiper motor, such as cracks, deformation, etc. |
| defect_location | string | Description of the location of defects on the wiper motor in the image |
| anomaly_presence | string | Whether there are any abnormalities or defects in the image |
| object_count | int | The number of wiper motors or their components in the image |
| object_size | string | Description of the size of the object in the image, such as small, medium, large |
| object_orientation | string | The orientation or angle of the wiper motor in the image |
| lighting_conditions | string | The lighting conditions when the image was taken, such as bright, dark, normal, etc. |
| background_complexity | string | The complexity of the image background, such as simple, moderate, complex, etc. |
| color_profile | string | The color configuration of the image, such as monochrome, color. |
Compliance Statement
| Authorization Type | Proprietary - Commercial AI Training License (No Redistribution) |
| Commercial Use | Requires exclusive subscription or authorization contract (monthly or per-invocation charging) |
| Privacy and Anonymization | No PII, no real company names, simulated scenarios follow industry standards |
| Compliance System | Compliant with China's Data Security Law / EU GDPR / supports enterprise data access logs |
Frequently Asked Questions
- What is the purpose of the Wiper Motor Detection Dataset?
- The Wiper Motor Detection Dataset is used to support image classification and defect detection tasks in the industrial sector, helping to detect and identify defects in wiper motors.
- What type of data is included in the Wiper Motor Detection Dataset?
- The dataset includes data in the form of images, which are used for object detection and defect analysis.
- In which industry sector is the Wiper Motor Detection Dataset widely used?
- This dataset is widely used in the industrial sector, especially in applications related to the inspection of mechanical components.
- What is the main goal of the Wiper Motor Detection Dataset?
- The main goal of the Wiper Motor Detection Dataset is to provide reliable data support to improve defect detection and quality control of wiper motors.
- How does the Wiper Motor Detection Dataset help improve industrial manufacturing processes?
- By providing accurate image classification and defect detection, this dataset helps identify defects in the production process, thereby improving industrial manufacturing processes.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Wiper Motor Detection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/9deb49dcb2c662fd5d3e21ca7cecbf38?dataset_scene_id=2},
urldate={2025-08-28},
keywords={Wiper Motor Dataset,Automotive Inspection Dataset,Image Classification for Wiper Motors,Object Detection Dataset,Industrial Quality Control},
version={1.0}
}Using this in research? Please cite us.
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