--- title: AI Image Detector emoji: 🤖 colorFrom: purple colorTo: indigo sdk: gradio sdk_version: 5.34.2 app_file: app.py pinned: false license: mit --- # 🤖 AI Image Detector Detect whether an image is AI-generated or real using state-of-the-art machine learning models. ## Overview This Gradio app uses a specialized model to classify images as either AI-generated or real. The model has been specifically trained to detect images generated by various AI systems including: - DALL-E - Midjourney - Stable Diffusion (SDXL) - And other diffusion models ## How to Use 1. **Upload an Image**: Click on the upload area or drag and drop an image file (JPG, PNG, etc.) 2. **Get Results**: The model will analyze your image and return probability scores 3. **Interpret Results**: Higher probability for "AI-generated" suggests the image was created by AI ## Model Information - **Task**: Image Classification (Binary: AI-generated vs Real) - **Framework**: Transformers + PyTorch - **Interface**: Gradio ## Limitations ⚠️ **Important Notes:** - The model may not be 100% accurate on all images - Performance may vary depending on the specific AI model used to generate the image - Very high-quality AI images or heavily post-processed real images might be misclassified - The model is primarily trained on SDXL-style generated images ## Technical Details The app uses direct model inference to provide robust classification results. The model outputs probabilities for each class, giving you confidence scores for the prediction. ## Development This space is built with: - **Gradio**: For the web interface - **Transformers**: For model loading and inference - **PyTorch**: As the backend framework --- *This is an educational tool for demonstrating AI image detection capabilities. Always use critical thinking when evaluating image authenticity.*