When a clean plate is stronger
A clean plate is ideal for locked cameras, repeatable backgrounds, static sets, interfaces, architectural lines, and shots where the exact background can be photographed or recovered from another frame. It preserves real texture and factual detail.
The plate still needs tracking, color matching, grain, occlusion handling, and edge work. A mismatched plate can slide, look too sharp, or ignore objects that pass in front.
Want to test an authorized clip?
Open the new dashboard and choose the relevant cleanup tool.
When video inpainting is practical
Inpainting is useful when no clean background exists, the unwanted region is relatively small, and neighboring frames provide enough context. It can handle irregular motion without manually building a complete plate.
Its weakness is uncertainty. Fine text, faces, unique objects, and long occlusions may be generated incorrectly. Temporal consistency is a central challenge in video inpainting research.
Use a hybrid decision process
Start with the cleanest evidence available: original export, alternate take, adjacent frames, or a reconstructed plate. Use inpainting only for gaps the evidence cannot cover.
Test the hardest shot at delivery resolution. If accuracy is legally, editorially, or technically important, prefer a traceable source-based composite over a plausible synthesis.
Frequently asked questions
A well-matched plate is usually more accurate because it uses real background pixels, but it may require tracking and compositing skill.
Wipe AI product facts describe browser-based AI inpainting, not a custom clean-plate compositing workflow.
Each frame must remain visually consistent with neighboring frames. Motion, occlusion, and changing texture make that difficult.
If no clean plate exists, a tight inpainting mask can be practical. Preview the hardest motion before processing the full clip.
- Is a clean plate always better than AI inpainting?
- Can Wipe AI use a custom clean plate?
- Why can inpainting flicker?
- Which method should I use for text or a small corner logo?
How the workflow works
Start with the original project when it is available. If reconstruction is needed, use the smallest area and shortest time range that contains the visible element.
What affects quality?
Camera movement, compression, scene cuts, detailed textures and subjects crossing the selected area all affect temporal consistency.
When should you use another method?
A clean re-export, source edit, crop, tracked patch or clean-plate composite may be more accurate depending on the shot.
A practical review checklist
Watch at normal speed, inspect difficult frames, confirm audio sync and keep the untouched source file.
AI reconstruction creates a plausible replacement from visible context. It does not recover pixels that were never visible in the source.
Frequently asked questions.
Is a clean plate always better than AI inpainting?
A well-matched plate is usually more accurate because it uses real background pixels, but it may require tracking and compositing skill.
Can Wipe AI use a custom clean plate?
Wipe AI product facts describe browser-based AI inpainting, not a custom clean-plate compositing workflow.
Why can inpainting flicker?
Each frame must remain visually consistent with neighboring frames. Motion, occlusion, and changing texture make that difficult.
Which method should I use for text or a small corner logo?
If no clean plate exists, a tight inpainting mask can be practical. Preview the hardest motion before processing the full clip.