Abstract: Ecological evaluation has a direct impact on the design, manufacture, management and development of leather products. The application of artificial neural network technology to the ecological evaluation of leather industry can overcome the shortcomings of traditional ecological evaluation. Therefore, this paper studies the application of artificial neural network technology in leather ecological evaluation, so as to provide a reference for people concerned about this topic.