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RETFound_MAE_OCT_CNV_DME_DRU
bitfount/RETFound_MAE_OCT_CNV_DME_DRU
RETFound_MAE_OCT_CNV_DME_DRU is a image classification model from bitfount. Use it when you need a label for an image. It is set up for timm. The card lists the license as cc-by-nc-4.0.
A model fine-tuned on the Kermany dataset of retinal OCT images30154-5), initialised from the base open-eye/RETFoundMAE model for OCT images.
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At a glance
- Task
- Image Classification
- Library
- timm
- License
- cc-by-nc-4.0
- Access
- Public
- Created
- Nov 8, 2023
- Updated
- Jul 23, 2024
- SHA
- 4e0b3654
Model card
From the Hugging Face model README
Model card for RETFound_MAE_oct_dru_cnv_dme_nor
A model fine-tuned on the Kermany dataset of retinal OCT images, initialised from the base open-eye/RETFound_MAE model for OCT images.
This model achieves 85% accuracy in the task of classifying Retinal OCT images as either showing signs of Drusen, Choroidal Neovascularization (CNV), Diabetic Macular Oedema (DME), or alternatively showing none of these and being otherwise "Normal".
- Task
- Image Classification
- Library
- timm
- License
- cc-by-nc-4.0
- Created
- Nov 8, 2023
- Updated
- Jul 23, 2024