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dataset_info:
features:
- name: pair_id
dtype: int64
- name: clean_image
dtype: image
- name: watermarked_image
dtype: image
splits:
- name: train
num_examples: 5000
---
# Watermark Dataset
Paired clean / watermarked face images generated from CelebA.
Each row contains:
- `pair_id` — unique integer index
- `clean_image` — original 128×128 face crop
- `watermarked_image` — same image with a synthetic proof watermark overlay
## Usage
```python
from datasets import load_dataset
# Streaming
ds = load_dataset("GeraldNdawula/Watermark_Dataset", streaming=True, split="train")
for sample in ds:
clean = sample["clean_image"] # PIL Image
watermarked = sample["watermarked_image"] # PIL Image
# Full load
ds = load_dataset("GeraldNdawula/Watermark_Dataset", split="train")
```
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