To the best of our knowledge, the number of HER2 patients and their corresponding H&E WSIs collected in this study, particularly the number of HER2‐positive cases, may be the largest to date in gastric cancer HER2 deep learning research based on H&E WSIs. The gene discussed is ERBB2; the disease is gastric cancer.