The proposal of rural revitalization strategy provides a blueprint for policy reference for smoothly solving the problems of agricultural economic development, promoting the process of agricultural industrialization and solving the problem of farmers' income, and also makes agricultural industrialization become the main point of solving the problem of increasing farmers' income. Starting from the three stages of before, during and after agricultural industrialization, this paper comprehensively considers the dimensions of farmers' individual endowments, government policies, whether they participate in cooperatives and key post-natal projects, constructs the theoretical framework of agricultural industrialization to improve farmers' income increase, and conducts an empirical study using the survey data and binary logistic model. The results show that agricultural industrialization can significantly improve farmers' income. As a typical representative of agricultural industrialization, cooperatives play a significant positive role in increasing farmers' income, especially participating in key projects after the postpartum of the agricultural industrialization of cooperatives will increase farmers' income. Relatively speaking, farmers with higher education, skills and strong risk tolerance are more likely to see their incomes increase.