Retinopathy classifier
Transfer learning on retinal photos to grade diabetic retinopathy into five stages, with an honest look at where the model fails.
- validation accuracy
- 76.5%
- quadratic weighted kappa
- 0.76
- F1 on the No DR class
- 0.97
Validation predictions by true stage (rows). The rare severe stages collapse into Moderate.