Abstract In order to solve the requirements of real-time detection on metallic gaskets wheelset assembly under condition limited hardware resources, here we propose an improved lightweight YOLOX-like network that can be deployed mobile devices with low computing resource consumption. Firstly, basic components ShuffleNetV2 structure are trimmed reduce computation intensity and number training pa...