How I Built an AI-Powered Deepfake Detector: Lessons from Training a Hybrid CNN + Vision Transformer

Deepfakes have become increasingly convincing, making it harder to distinguish manipulated videos from authentic ones. We wanted to understand whether modern computer vision techniques could reliably