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Polyphemus
PhysGuy01/Polyphemus
Polyphemus is a machine learning model from PhysGuy01. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for keras. The card lists the license as mit.
Fast retinal disease diagnosis through fundus camera image classification, trying three different approaches. \ GitHub: https://github.com/PhysGuy01/DeepLearning2026
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At a glance
- Library
- keras
- License
- mit
- Access
- Public
- Created
- Jun 23, 2026
- Updated
- Jun 28, 2026
- SHA
- 1832b4df
Model card
From the Hugging Face model README
Model Card for Project Polyphemus
Fast retinal disease diagnosis through fundus camera image classification, trying three different approaches.
GitHub: https://github.com/PhysGuy01/DeepLearning2026
Models Details
Acmonides
Simple custom CNN with residual blocks without any pretraining. (11M params)
Brontes
Same encoder as Acmonides' but pretrained on vessel segmentation (brontes_segmentation). (11M params)
Arges
ResNet50's backbone finetuned on this task. (24M params)
Training Details
Training Data
Training dataset from the article: https://www.nature.com/articles/s41597-022-01564-3
Model Card Authors
Francesco Specchia
- Library
- keras
- License
- mit
- Created
- Jun 23, 2026
- Updated
- Jun 28, 2026