deepfake detector
a forensic deepfake tool that not only flags whether a video is fake but localizes when in the timeline the manipulation occurs, with per-segment confidence scoring and json export.
decoupled react spa + fastapi backend, opencv frame extraction, pytorch-ready inference, dockerized multi-stage build deployed on hugging face spaces. currently in "logic verification mode" — a mock expert engine demonstrates the pipeline while the architecture stays plug-and-play for real model weights.