Anunay-0309/Deepfake-Generation-and-Detection

Zero-star, zero-fork repository with no activity indicates a personal learning project or academic assignment. README context is absent, suggesting minimal documentation or engagement. Deepfake generation/detection is a well-trodden space with mature frameworks (First Order Motion Model, DeepFaceLab, MediaPipe Face Detection, etc.). The project appears to implement known techniques without novel methodology. Frontier labs (OpenAI, Anthropic, Google) are either not interested in this domain (content safety violation risk) or already possess superior proprietary detection systems. This would not be a competitive threat to any established player. No community adoption, no moat, easily reproducible from existing tutorials. High frontier risk only in the sense that this space is actively monitored by frontier labs for safety reasons, not competitive displacement.