Diabetic Retinopathy Lesion Segmentation
The automatic segmentation of retinal lesions.
- python 2.7
- tensorflow 1.6
- tensorlayer 1.8
- It consists of 81 images with pixel level annotation, training data 54 samples, test data 27 samples.
- Down Load Indian Diabetic Retinopathy Image Dataset (IDRiD)
Evaluates the performance of the algorithms for lesion segmentation using the available binary masks. The area under precision-recall (AUPR) is used to obtain a single score.