01

Retinal Model Registry

Central configuration for every diabetic retinopathy model exposed by this Space.

DR Severity Mapping

0 No DR 1 Mild 2 Moderate 3 Severe 4 Proliferative DR

Registered Models

Model Repo Source Task Image
EfficientNetB5 AML vyshnav112233/diabetic-retinopathy-efficientnet-b5 timm_safetensors regression 456px
ConvNeXt Tiny Ordinal Kratos7270/ConvNeXt_Tiny_ordinal mixed ordinal 224px
EfficientNetB4 + SwinBase Bilal Kratos7270/EfficientNetB4_SwinBase_Bilal weights_only ordinal 384px
DeiT With Distillation vyshnav112233/retina-dr-deit-with-distillation structured_hf classification 224px
DeiT Without Distillation vyshnav112233/retina-dr-deit-without-distillation structured_hf classification 224px
MobileNetV3 DR Aniket-1234/mobilenetv3-diabetic-retinopathy structured_hf classification 224px

Extension Notes

  • loader_type controls the actual loading branch; source_type is descriptive metadata for the UI.