Tongue color classification serves as important assistance for traditional Chinese medicine (TCM) doctors to make a precise diagnosis. This paper proposes a novel two-step framework based on deep learning to improve the performance of tongue color classification. First. a semantic-based CNN called SegTongue is applied to segment the tongues from the background. https://steedaes.shop/product-category/a-c-delete/