Each population may have its own specific characteristics and cultural differences, which can affect perceptions of one's body, obesity, and the development of weight-related biases. The goal of our study is to (I) examine weight biases among incoming nursing students from two distinct cultures; (II) determine whether the cultural differences may be reflected in the levels of fat phobia, attitudes, and behaviors related to overweight and obesity; (III) adapt the Fat Phobia Scale and translate it into Polish. The study includes 119 Nigerian students and 120 Polish students. The following tools are used—ORK-10, ATOP, BAOP, BES and FPh. The results indicates that Nigerian students have significantly (p < 0.01) less knowledge about the risks associated with overweight and obesity. In contrast, they have a significantly (p < 0.01) more positive body image than the Polish students. Among Nigerian students, men have more positive body image in comparison to women (p = 0.01). An inverse relationship is observed in the group of Polish students, among whom women had a more positive body image than men did (p = 0.01). There are no statistically significant differences in fatphobic attitudes among the studied groups. It has been observed, that culture may be related to weight biases.