Abstract In order to protect intangible cultural heritage and promote outstanding cultural works. this article introduces innovative research on Shen Embroidery using convolutional neural networks. The dataset of Shen Embroidery was preprocessed to augment the data required for experimentation. Moreover. https://macorners.shop/product-category/christmas-ball-photo-ornament/