Exploring the use of Convolutional Neural Network to Surgical Stapler Design

Journal of Shanghai Jiao Tong University (Science), 2022

In this paper, we train a model to identify the image of staplers(distinguish from mechanical arms as an example). After image recognition, we analyze the feature information contained in the obtained image to help design. This method can also use in other product designs.