# 2. Extract identity from source src_aligned = align_face(src_face, src_landmarks) src_id = arcface_session.run(None, "input": src_aligned)[0] # shape (1,512)
Swapping a static image onto a video frame-by-frame causes the jawline to jitter. You need a temporal smoothing loop (Kalman filters or a rolling average of landmarks) to stop the mask from vibrating. face swap dev
: A dedicated NVIDIA GPU (CUDA-enabled) is highly recommended; CPU training is possible but significantly slower. src_landmarks) src_id = arcface_session.run(None
: Use InsightFace for high-level face analysis or FaceShifter for occlusion-aware swapping. "input": src_aligned)[0] # shape (1