ECU Module Detection Dataset
V1.0Latest Update: | 2025-10-15 | Samples: | 5000 records |
Samples: | 5000 records | ||
File Size: | 1.5G | Format: | JPG/PNG/JSON |
Format: | JPG/PNG/JSON | ||
Data Domain: | Image | Holder: |  MOBIUSI INC |
Holder: | MOBIUSI INC | ||
Industry Scope: | Smart Gateway Recognition | Module Mismatch Prevention | ||
Applications: | Image Classification | Object Detection | ||
Brief Introduction
The ECU Module Detection Dataset is designed to tackle the challenges faced in the industrial sector, particularly in the recognition of intelligent gateways and prevention of module mismatches. The current industry is experiencing challenges with manual inspections that are time-consuming and prone to human error. Existing solutions often lack the precision required for accurate detection and do not scale well. This dataset aims to provide a robust solution to improve automation and accuracy in these processes. The data is collected using high-resolution cameras in controlled environments, ensuring consistent lighting and background. Quality control measures include multiple rounds of annotation, consistency checks among annotators, and expert reviews to ensure high accuracy. The dataset is stored in JPG format, organized in folders by categories for easy access and utilization.
Sample Examples
| Image | File Name | Resolution | Target Quantity | Target Type | Target Location | Target Size | Damage Status | Color Information | Label Confidence |
|---|---|---|---|---|---|---|---|---|---|
 | fb3147d33735190123dfe9140c5f4d33.jpg | 2000*2664 | 1 | ECU Module | Central | Approximately 20x15 cm | No visible damage | Gray | High |
 | a3d11f3613794e5dc1f4607a1a369747.jpg | 1280*2280 | 1 | Car ECU Module | Lower central | Approximately 20 cm wide, 15 cm high | No visible damage | Silver gray | High |
 | fe72ab0c8f3e9898f136f9bbad9d2e40.jpg | 1279*1704 | 1 | ECU Module | Approximately lower central part of the image | Approximately 6 cm wide, 4 cm high | No visible damage | Mainly gray, with white and red connectors | High |
 | 6abad0d3a98eb33f612fe9cc4658cbc0.jpg | 1280*1707 | 1 | Car ECU Module | Upper central position in the image | Approximately 15 cm wide, 10 cm high | No visible damage | Silver metallic casing | High |
Data Structure
| Field | Type | Description |
|---|---|---|
| file_name | string | File name |
| quality | string | Resolution |
| object_count | int | The quantity of ECU modules in the image. |
| object_type | string | The specific type of each ECU module. |
| object_position | json | The coordinates of the ECU module. |
| object_size | json | The width and height of the ECU module. |
| damage_status | string | Whether there is any damage to the ECU module. |
| color_information | string | The color characteristics of the ECU module. |
| label_confidence | float | The confidence score of the detected target. |
Compliance Statement
| Item | Content |
|---|---|
| Authorization Type | CC-BY-NC-SA 4.0 (Attribution–NonCommercial–ShareAlike) |
| 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 |
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