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RETfound_eyepacs_DR
bswift/RETfound_eyepacs_DR
RETfound_eyepacs_DR is a image classification model from bswift. Use it when you need a label for an image. It is set up for transformers.
Fine-tuned vitlargepatch16 model for ./models/eyepacs-2015-2019-12-12-2023-093828/
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Repo size
6.1 GB
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.pth3.6 GB · 75%
At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- vit
- Access
- Public
- Created
- Dec 12, 2023
- Updated
- Dec 12, 2023
- SHA
- e66b1834
Model card
From the Hugging Face model README
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
- Task
- Image Classification
- Library
- transformers
- Type
- vit
- Created
- Dec 12, 2023
- Updated
- Dec 12, 2023