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Adversarial Learning for Diabetic Retinopathy

Internal project of MSCV capstone projects

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Posts

Posted on December 9, 2018December 9, 2018

Technical Reports

Technical Report for DR Detection

Lesion-Level Microaneurysms Detection for Diabetic Retinopathy

Technical Report for DR Segmentation

under submission to conference.

Posted on December 5, 2018

Final Presentation

Slides:

capstone_final

Posted on November 30, 2018December 5, 2018

Diabetic Retinopathy Lesion Segmentation

Slides:

capstone_1130

Github:

https://github.com/nicci1771/DR-segmentation

Posted on April 28, 2018December 5, 2018

Diabetic Retinopathy Lesion Detection

Slides:

capstone_0428

Github:

https://github.com/nicci1771/DR-detection

Posted on January 26, 2018December 9, 2018

Reimplemented adversarial data augmentation(ADA)

 

Paper:

ADA: A Game-Theoretic Perspective on Data Augmentation for Object Detection

Slides:

capstone_0126

Github:

https://github.com/nicci1771/ADA

Pages

  • Project Summary
  • Team members

Posts

  • Technical Reports
  • Final Presentation
  • Diabetic Retinopathy Lesion Segmentation
  • Diabetic Retinopathy Lesion Detection
  • Reimplemented adversarial data augmentation(ADA)
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