Many areas of veterinary medicine demand accurate, unbiased observation, including diagnostic microscopy. Fine arts-based training and drawing exercises have been used to develop medical and veterinary students' visual observational skills and improve learning retention. In this study, we created a drawing game in which students took turns describing a microscopic image for their partner to draw, with the aim of developing visual and descriptive skills in veterinary students learning cytology. The study used a pre-/midpoint-/post-test design, with students completing two rounds of drawing, then swapping roles between "describer" and "drawer" for two more rounds. Tests were evaluated qualitatively using content analysis and scored using an expert rubric. Scores were compared between pre- and post-tests to evaluate the effect of the game on diagnostic accuracy, and between pre- and midpoint-tests of describers versus drawers to evaluate the effect of the role. Qualitative observations were recorded about the classroom environment and drawings. Students also completed a questionnaire about the experience that included Likert scale and free-text questions. There was no significant difference between pre- and post-tests or between roles, but questionnaire responses indicated that students enjoyed the game and found subjective benefit, including a perceived increase in understanding the importance of observational and descriptive skills. Student descriptions highlighted weaknesses in identifying cytoplasmic and nuclear features, which may indicate areas to target in cytology education. Overall, our results indicate that the drawing game provided qualitative benefits and promoted student engagement, and it could be adapted for use in other visual subjects, such as radiology or gross pathology.