Kinematic analysis of structural mechanics based on convolutional neural network

arXiv:2405.02807v1 Announce Type: new
Abstract: Attempt to use convolutional neural network to achieve kinematic analysis of plane bar structure. Through 3dsMax animation software and OpenCV module, self-build image dataset of geometrically stable system and geometrically unstable system. we construct and train convolutional neural network model based on the TensorFlow and Keras deep learning platform framework. The model achieves 100% accuracy on the training set, validation set, and test set. The accuracy on the additional test set is 93.7%, indicating that …

abstract analysis animation arxiv build construct convolutional convolutional neural network cs.ai cs.cv cs.lg dataset image network neural network opencv plane software tensorflow through train type