To address the issues of image feature insensitivity. high requirement of expert experience. and low recognition accuracy of traditional machine vision methods in train wheelset bearing damage detection. this paper proposes an identification method based on the framework of convolutional and transformer fusion networks for identifying damage to train wheelset bearings. https://www.alarecre.com/