Retinal hemorrhage (RH) is a significant clinical finding with various etiologies. necessitating accurate classification for effective management. This study aims to externally validate deep learning (DL) models. specifically FastVit_SA12 and ResNet18. https://smokeaers.shop/product-category/reclaimers/