How Our Detector Works
A streamlined, multi-stage AI pipeline built for interpretability, speed, and real-world reliability.
Face Detection
The system first locates all visible faces using the Haar Cascade detection algorithm. Each detected face is cropped so the analysis focuses only on regions where manipulation typically occurs.
Haar Cascade
MTCNN
Artifact Detection
Ensemble Verification
Final predictions combine results from multiple specialized models with meta-learning to achieve [RESULT] on our test datasets. Results include confidence scores and visual explanations.
LSTM Network
Motion Analysis
Temporal Features
