README.md

# Ghibli Real vs AI-Generated Dataset

This dataset is provided in two forms:

### 1. `default.jsonl`
- One sample per line
- Includes: `image`, `label`, `description`, `pair_id`
- Use this for standard classification or image-text training

### 2. `pairs.jsonl`
- Real and fake images paired together
- Includes: `real_image`, `fake_image`, shared `description`, `pair_id`
- Use this for contrastive learning or meta-learning (e.g., ProtoNet)

### How to load

```python
from datasets import load_dataset

# Single image classification
samples = load_dataset("pulnip/ghibli-dataset", data_files="default.jsonl", split="train")

# Paired meta-learning structure
pairs = load_dataset("pulnip/ghibli-dataset", data_files="pairs.jsonl", split="train")
```