RETfound_eyepacs_DR / README.md
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metadata
tags:
  - image-classification
  - VitMAE
pipeline_tag: image-classification

eyepacs-2015-2019-12-12-2023-093828/-12-12-2023-093828

Description

Fine-tuned vit_large_patch16 model for ./models/eyepacs-2015-2019-12-12-2023-093828/

Use Cases

  • RETfound validation
  • Diabetic screening

Limitations

  • for research/education use only
  • not for clinical use

Ethics

  • Ethics 1
  • Ethics 2

Training Data

6999 images from 5 classes

Training Procedure

Fine-tuned for 50 epochs with batch size 10 and base learning rate 0.005

Intended Use

Intended for use with eyepacs-2015-2019 dataset

Authors

  • Author 1
  • Author 2

References

  • Reference 1
  • Reference 2