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DFUC24_baselines
BBracke/DFUC24_baselines
DFUC24_baselines is a machine learning model from BBracke. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This repository contains baseline models for the DFUC24 challenge. Two approaches were investigated:
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Updated Oct 4, 2024
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At a glance
- Access
- Public
- Created
- Aug 1, 2024
- Updated
- Oct 4, 2024
- SHA
- 763e9b11
Model card
From the Hugging Face model README
DFUC24 Baselines
This repository contains baseline models for the DFUC24 challenge. Two approaches were investigated:
-
Training a supervised segmentation head (using the DFUC22 dataset) on frozen image embeddings of the self-supervised pre-trained DINOv2 image backbone.
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Using GroundedDINO + SAM in combination to achieve ulcer detection, which serves as a prompt for the SegmentAnything (SAM) model, as well as fine-tuned (using the DFUC22 dataset) versions of GroundedDINO and SAM.
- Created
- Aug 1, 2024
- Updated
- Oct 4, 2024