Deepfake Guard

AI-Powered Deepfake Detection for Videos & Images

DeepFakeGuard is a deep learning project designed to detect manipulated facial content by classifying extracted faces as REAL or FAKE.

The system combines MTCNN for face detection with EfficientNetB0 for deepfake classification, using transfer learning and fine-tuning on the Celeb-DF-v2 dataset.