https://github.com/Dylonsword/SSAD

https://github.com/Dylonsword/SSAD

Last synced: about 1 month ago
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• Host: GitHub
• URL: https://github.com/Dylonsword/SSAD
• Owner: Dylonsword
• License: mit
• Created: 2024-06-20T02:13:27.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-11-24T14:01:54.000Z (about 2 months ago)
• Last Synced: 2024-11-24T14:29:00.209Z (about 2 months ago)
• Language: Python
• Size: 2.27 MB
• Stars: 3
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# SSAD: Self-supervised Auxiliary Detection Framework for Panoramic X-ray based Dental Disease Diagnosis

This is the offical implement code of artical [https://arxiv.org/abs/2406.13963](https://arxiv.org/abs/2406.13963). It employs the reconstruction-based Self-supervised methods to assist deep-learning model in diagnosing the Dental Disease, and the whole framework as below:

![SSAD Framework](https://github.com/Dylonsword/SSAD/blob/main/figure/ssad_framework.png)

## Requirements

```

albumentations==0.5.2

fsspec

ftfy

fvcore

numpy

omegaconf

opencv-contrib-python

opencv-python-headless

pandas

Pillow

pycocotools

scikit-image

scikit-learn

scipy

tensorboard

tensorboardX

timm==0.3.2

torch

torchaudio

torchmetrics

torchvision

tqdm

yapf

```

##