Deepfake detection model

Model is a deep learning-based classifier (specifically built using XceptionNet) that does the following: - Takes an image as input - Analyzes its content to detect signs of manipulation (deepfake)

-Outputs a prediction like: "Real" (if it's a genuine photo) "Fake" (if it's altered or AI-generated)

How to Run

1. Install the required dependencies:

pip install -r requirements.txt

2. Run the application:

python app.py

The application will start and you can upload images to check if they are real or AI-generated.