README.md

Nonescape Python

AI-generated image detection using nonescape deep classifiers.

Installation

pip install -e .

Usage

from nonescape import NonescapeClassifier

# Load model
classifier = NonescapeClassifier("nonescape-v0.safetensors")

# Single image
result = classifier.predict("image.jpg")
print(f"AI Generated: {result.is_synthetic}, Confidence: {result.confidence}")

# Multiple images
results = classifier.predict(["img1.jpg", "img2.jpg"])

Models

Full Model (NonescapeClassifier)

• Vision Transformer + EfficientNet
• Higher accuracy
• Download: nonescape-v0.safetensors

Mini Model (NonescapeClassifierMini)

• EfficientNet only
• Faster inference
• Download: nonescape-mini-v0.safetensors

Examples

See examples/ for detailed usage examples.

Browser Usage

For client-side detection, use the JavaScript library.