Real-time oil leakage detection on aftermarket motorcycle damping system with convolutional neural networks

Deep Learning and Computer Vision for automatic diagnostics in suspension systems.

Abstract

A machine-vision system based on YOLOv5 and a CNN network (OilNet40) for the real-time detection of oil leaks on the AirTender damping system, using UV lighting and a low-cost on-board device.

 

Authors

F. Bianchi, S. Speziali, A. Marini, M. Proietti, L. Menculini, A. Garinei, G. Bellani, M. Marconi

Publication date: 19/10/2022 Last updated: 02/10/2026 17:17