Turning 480p or 720p footage into Full HD is the most common upscaling job, and the one where AI makes the biggest visible difference.
| Source | Scale to 1080p | Expect |
|---|---|---|
| 720p (1280 × 720) | 1.5× | Excellent. Hard to tell from native 1080p. |
| 576p PAL DVD | 1.875× | Very good after deinterlacing |
| 480p (854 × 480) | 2.25× | Good on faces and edges; fine textures are partly reconstructed |
| 360p | 3× | Usable; check faces carefully |
A Lanczos resize in FFmpeg is free and fast. It won't add detail, but it avoids the blur of a simple bilinear stretch. Use the FFmpeg command generator.