---
license: bsd-3-clause
tags:
  - image-classification
  - spark-plugs
  - edge-impulse
  - automotive
  - predictive-maintenance
  - computer-vision
pretty_name: Spark Plug Condition Classification
task_categories:
  - image-classification
task_ids:
  - multi-class-image-classification
language:
  - en
---

# Spark Plug Condition Classification

Labeled images of spark plugs for training a multi-class visual classifier. Includes four categories:

- `normal`  
- `carbon_fouled`  
- `oil_fouled`  
- `mechanical_damage`

Optimized for use in Edge Impulse with the Transfer Learning (MobileNetV2) block.

- Input: Images (96x96)
- Task: Multi-class classification
- Use case: Visual diagnostics and condition monitoring


Model trained and demonstrated on [Edge Impulse](https://studio.edgeimpulse.com/public/839276/live).


**Looking for anomaly detection?**  
See the companion dataset: [Spark Plug Anomaly Detection](https://huggingface.co/datasets/eoinedge/spark-plug-anomaly-detection)