Where video face swap is hardest — and what to shoot instead
Fast head motion is the honest weak point of every frame-by-frame face swap, this one included. When a subject whips their head around, motion blur means individual frames contain a smeared face, and a swap onto a smeared face tends to ghost or wobble for those frames. Clips where the subject moves at a conversational pace hold up far better than action footage.
Sharp profile turns are the second problem. A swap is generated from a source photo that almost certainly shows the front of a face, so as the subject rotates past roughly three-quarters, the model is inventing more and more of what it renders. Clips that stay broadly front-facing are the reliable ones.
Heavy occlusion — a hand across the mouth, a microphone, hair blowing over the face — will pop for the frames where the face is partly hidden. None of this makes video swap unusable; it just means a talking-to-camera clip is an easy win and a dance edit is not.