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Add academic polish: inference example, hparams, CITATION.cff, dataset figures, per-class CSVs
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# Dataset Figures
- `class_distribution.png` — bar chart of per-class counts (original vs augmented)
- `class_distribution.csv` — raw counts (machine-readable)
- `sample_grid.png` — one representative image per class (Original Dataset, seed=42)
## Class counts
| Class | Original | Augmented |
|---|---:|---:|
| Central Serous Chorioretinopathy [Color Fundus] | 101 | 606 |
| Diabetic Retinopathy | 1509 | 3444 |
| Disc Edema | 127 | 762 |
| Glaucoma | 1349 | 2880 |
| Healthy | 1024 | 2676 |
| Macular Scar | 444 | 1937 |
| Myopia | 500 | 2251 |
| Pterygium | 17 | 102 |
| Retinal Detachment | 125 | 750 |
| Retinitis Pigmentosa | 139 | 834 |
| **TOTAL** | **5335** | **16242** |