README
Diffusion Model-based Data Augmentation Method for Fetal Head Ultrasound Segmentation
Source codes of the conference paper (DOI: 10.48550/arXiv.2506.23664) accepted at Irish Machine Vision and Image Processing Conference (IMVIP) 2025 (Oral).
Data
Task: Diffusion Fine-tuning
| Source | # Images | Purpose |
|---|---|---|
| HC18 | 20 $\times$ 3 | Fine-tuning |
Task: SAM Fine-tuning
| Source | # Images | Purpose |
|---|---|---|
| HC18 | 500 | Fine-tuning |
| Spain (ES) | 500 | Fine-tuning |
| Synthesis | 495 | Fine-tuning |
Task: Domain Generalization Evaluation
| Source | # Images | Purpose |
|---|---|---|
| Spain (ES) | 597 | Testing |
| African (AF) | 125 | Testing |
Results
Contributors
13204942
3 commits
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Languages
Jupyter Notebook
89.9%
Python
10.1%
README
Diffusion Model-based Data Augmentation Method for Fetal Head Ultrasound Segmentation
Source codes of the conference paper (DOI: 10.48550/arXiv.2506.23664) accepted at Irish Machine Vision and Image Processing Conference (IMVIP) 2025 (Oral).
Data
Task: Diffusion Fine-tuning
| Source | # Images | Purpose |
|---|---|---|
| HC18 | 20 $\times$ 3 | Fine-tuning |
Task: SAM Fine-tuning
| Source | # Images | Purpose |
|---|---|---|
| HC18 | 500 | Fine-tuning |
| Spain (ES) | 500 | Fine-tuning |
| Synthesis | 495 | Fine-tuning |
Task: Domain Generalization Evaluation
| Source | # Images | Purpose |
|---|---|---|
| Spain (ES) | 597 | Testing |
| African (AF) | 125 | Testing |
Results
Similar repos
Contributors
13204942
3 commits
Languages
Jupyter Notebook
89.9%
Python
10.1%