Stability benefits of specialized frameworks
The biggest difference between CanonSwap and traditional entertainment face-swap applications is its superior timing consistency performance. By standardizing spatial transformation and motion information separation techniques, CanonSwap completely solves common problems such as flickering and jittering between video frames after face-swapping.
Technical evaluation shows that on the same test video, the face-swap video generated by general entertainment apps will produce 15-20% abnormal frames, while CanonSwap controls this ratio within 3%. In a long video test of over 30 seconds, CanonSwap is able to maintain a dynamic consistency score of over 90%, while ordinary apps can only reach 50-60%. This stable performance is mainly due to its underlying design of the motion information persistence mechanism, which can accurately track and restore head micro-movements of more than 500 times per minute.
This answer comes from the articleCanonSwap: A tool for realizing high-fidelity face-swapping in videoThe