Deepfake Detection System

🚀 Quick Start (How to Run)

1. Install Dependencies

Open your terminal in this folder and run:

pip install -r requirements.txt

2. Run the Web App

To start the User Interface (Streamlit):

streamlit run src/app.py

3. Run Training (Optional)

If you have data in data/train/real and data/train/fake, you can train the model:

python src/train.py --epochs 5

📂 Project Structure

• src/app.py: The Main Web Interface (for the demo).
• src/inference.py: The logic that finds the timestamps.
• src/model.py: The AI (ResNet + LSTM).
• README_EXPLAINER.md: Explanation for judges.