Transmission Housing Detection Dataset
#Object Detection #Image Classification #Industrial Inspection #Quality Control #Automated Detection
- 25000 records
- 3.2G
- JPG/PNG/JSON
- CATL
MOBIUSI INC
Updated:2026-04-16
AI Analysis & Value Prop
The Transmission Housing Detection Dataset addresses the current challenges in the automotive industry regarding the integrity detection and sealing recognition of transmission housings. Manufacturers face increasing pressure to ensure quality and reduce defect rates, but existing solutions often lack precision and scalability. This dataset aims to provide a robust foundation for developing automated inspection systems that can accurately classify transmission housing conditions. Data is collected using high-resolution cameras in controlled environments, ensuring factors such as lighting and angle are optimized. Quality control measures include multiple rounds of annotation, consistency checks, and expert reviews to ensure high accuracy and reliability. Data is organized in JPG format, facilitating ease of access and use for machine learning applications. The collection process is streamlined to enhance efficiency while maintaining quality standards.
Dataset Insights
Sample Examples
fa916c2f**.jpg|1600*1200|289.90 KB
043dca85**.jpg|1599*1200|515.74 KB
fed22663**.jpg|1600*1200|359.63 KB
3d8eba18**.jpg|1280*960|42.58 KB
a9ebd8e4**.jpg|1599*1200|340.09 KB
Technical Specifications
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| defect_type | string | The type of visible defect on the transmission housing surface, such as cracks, pits, etc. |
| severity_level | string | The severity of the defect's impact on the functionality of the transmission housing, such as minor, moderate, or severe |
| surface_condition | string | The overall condition of the transmission housing surface, such as smooth, rough, etc. |
| lighting_condition | string | Description of the lighting conditions when photographing the transmission housing image |
| inspection_angle | string | The shooting angle of the transmission housing in the image |
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 Transmission Casing Detection Dataset?
- The Transmission Casing Detection Dataset is used to identify and detect the integrity and seal of transmission casings to improve manufacturing efficiency.
- In which industrial sectors can this dataset be applied?
- This dataset is suitable for sectors such as automotive manufacturing, mechanical engineering, and other fields requiring high-level quality control.
- How does the Transmission Casing Detection Dataset help improve production efficiency?
- By automating the detection of defects and seal issues in transmission casings, this dataset helps reduce manual inspection on the production line, thus improving production efficiency.
- What feature information is included in the images of the dataset?
- Images in the dataset typically include the appearance of the transmission casing, any visible defects, and annotation information for detection.
- Why are object detection datasets important for industrial automation?
- Object detection datasets enhance the recognition capabilities of machine vision systems, enabling automatic defect detection on production lines, thereby reducing manpower and improving quality control.
- What are the technical advantages of using the Transmission Casing Detection Dataset?
- Using this dataset can improve the accuracy of image recognition systems, reduce false positives and negatives, and quickly adapt to different production line requirements.
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Verified for Enterprise UseCite this Work
@dataset{Mobiusi2025,
title={Transmission Housing Detection Dataset},
author={MOBIUSI INC},
year={2025},
url={https://www.mobiusi.com/datasets/fd56055dd3da7294890c869f3058d9d8},
urldate={2025-08-28},
keywords={Transmission Housing Dataset,Industrial Detection,Automated Inspection,Image Dataset},
version={1.0}
}Using this in research? Please cite us.
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