Proposed a pixel ratio measurement method, and designs 3 different potato models and 3 different peeling rate orthogonal tests through the model verification method, to verify the determination method. The experimental results showed that there was no significant difference between the actual measured value and the theoretical calculated value of the potato model in the 95% confidence interval, which indicated that the proposed pixel ratio measurement method had a strong credibility in the calculation of the peeling rate of potato. This method is scientific and feasible to evaluate the peeling effect of potatoes, and can be used as an effective method for the quality identification of potato products.