---
license: mit
tags:
- image-classification
- ai-detection
- vision-transformer
- transfer-learning
datasets:
- ash12321/nano-banana-pro-generated-1k
- huggan/wikiart
---

# Nano Banana Pro Detector (Minimal)

Frozen backbone detector for Nano Banana Pro (95-97% accuracy)

**Frozen backbone transfer learning approach:**
- ❄️ Pretrained ViT backbone (frozen)
- ✅ Trained classifier head only
- 📉 Minimal augmentation
- 🎯 Optimized for 400 images

## Performance

| Metric | Score |
|--------|-------|
| Accuracy | 0.9500 (95.00%) |
| Precision | 0.9500 |
| Recall | 0.9500 |
| F1 Score | 0.9500 |