Brake Disc Detection Dataset
#Image Classification #Anomaly Detection #Fault Detection #Health Assessment #Quality Control
- 5000 records
- 3.2G
- JPG/PNG/JSON
- CATL
MOBIUSI INC
Updated:2026-03-21
AI Analysis & Value Prop
The Brake Disc Detection Dataset is developed to address the increasing demands for quality assurance in the automotive industry, where brake disc anomalies can lead to severe safety issues. Current solutions often rely on manual inspections, which are time-consuming and prone to human error. This dataset aims to solve the technical challenge of automating brake disc condition assessment using machine learning techniques. Data was collected under controlled conditions using high-resolution cameras in an industrial setting, ensuring optimal lighting and minimal interference. Quality control measures included multi-round annotations and expert reviews to ensure consistency and accuracy. The dataset is stored in JPEG format, organized in folders named after specific conditions, allowing for easy access and analysis. The dataset is estimated to contain around 5000 images with a total file size of approximately 3.2GB.
Dataset Insights
Sample Examples
2de65692**.jpg|1280*1567|210.20 KB
b3ee7cfc**.jpg|1280*1619|168.90 KB
18c48d6f**.jpg|1280*964|236.69 KB
5b3fe0af**.jpg|1280*910|135.10 KB
ad8753c0**.jpg|1280*1619|162.16 KB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| defect_type | string | The specific type of defect present in the brake disc, such as cracks, wear, etc. |
| defect_location | string | The specific location of the defect on the brake disc as marked in the image. |
| defect_severity | string | The rating of defect severity, such as minor, moderate, and severe. |
| surface_condition | string | Overall description of the brake disc surface condition, such as smooth, worn, or corroded. |
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 type of dataset is the brake disc detection dataset?
- This dataset is an object detection dataset focused on identifying and assessing the health of brake discs.
- In which industry is the brake disc detection dataset primarily applied?
- This dataset is primarily applied in the industrial sector, particularly in industrial inspection and quality control.
- What data modalities are included in the brake disc detection dataset?
- The brake disc detection dataset includes image data modalities.
- How can the brake disc detection dataset be used for anomaly recognition?
- An object detection model can be trained to identify anomalous features on brake discs, thus achieving anomaly recognition.
- How does the brake disc detection dataset assist in quality control?
- By utilizing detection models to promptly find anomalies in brake discs, it helps enhance the efficiency and accuracy of quality control.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Brake Disc Detection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/8a916ac1b69a8ec973d2d83c7d817f68?dataset_scene_id=2},
urldate={2025-08-28},
keywords={Brake Disc Detection,Industrial Dataset,Anomaly Detection,Image Classification,Quality Control},
version={1.0}
}Using this in research? Please cite us.
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