yejg2017 / IDRiD-Lesion-Segmentation

The implementation of the segmentation on retinal lesions

Diabetic Retinopathy Lesion Segmentation

The automatic segmentation of retinal lesions.

Dependence

• python 2.7
• tensorflow 1.6
• tensorlayer 1.8
• tensorboard

Data

• 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)

Performance Evaluation

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.

Experiment

Result