Cognitive System Design for Chinese Herbal Medicine Recognition Based on DenseNet

The necessity of a Chinese herbal medicine intelligent recognition system lies in enhancing recognition efficiency, reducing human errors, supporting education and research, regulating the market, and facilitating the integration of traditional and modern medicine. This effectively promotes the development of the Chinese herbal medicine field. The article introduces the design of an intelligent Chinese herbal medicine recognition app based on DenseNet-121. It can intelligently recognize 61 different types of Chinese herbal medicines with an accuracy rate of over 94%, serving as an auxiliary reference tool for practitioners in the field of traditional Chinese medicine for drug identification.