This dataset has 1,842 images with pixel-level DR-related lesion annotations, and 1,000 images with image-level labels graded by six board-certified ophthalmologists with intra-rater consistency. The proposed dataset will enable extensive studies on DR diagnosis.

Source: A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability

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