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In recent years, with the rapid development of computer technology and artificial intelligence technology, the traditional oil painting creation field has also had a lot of influence. The most typical way to collect and manage materials in the future is to collect and manage materials through the Internet. Therefore, this paper puts forward the research of oil painting material collection system based on artificial intelligence. In this paper, the artificial intelligence technology and oil painting material collection work are deeply studied. The analysis shows that the traditional oil painting material collection work has obvious problems such as low efficiency, high cost and low accuracy. And through artificial intelligence technology, we can better solve these problems. According to the characteristics of oil painting material collection, combined with the latest artificial intelligence information collection technology, this paper establishes an intelligent system suitable for oil painting material collection. In order to further verify the actual effect of the collection system in this paper, the corresponding comparative experiments are established. The experimental data show that the highest accuracy rate of the artificial intelligence material collection system in this paper is as high as 99.6%, which is significantly improved compared with the 87.6% accuracy rate of the traditional artificial material collection method. Moreover, while ensuring the accuracy rate, the number of collected materials has been greatly improved. Analysis shows that this system effectively improves the efficiency of oil painting material collection.