- How is AI frame interpolation different from regular frame rate conversion?
- Regular conversion duplicates frames or blends adjacent ones — you end up with obvious stuttering or ghosting on fast motion. AI interpolation uses a neural network that 'understands' the motion between two frames and generates a realistic intermediate frame. The result is genuinely smooth, not faked.
- What AI model do you use?
- state-of-the-art AI — the most recent stable version of the Real-Time Intermediate Flow Estimation model. It's the current go-to for frame interpolation, used by Topaz Video AI, Flowframes, and most other AI frame interpolation products.
- Is AI-interpolated footage as good as native 60fps?
- For most content, yes — our AI-generated frames are very hard to distinguish from true high-frame-rate capture. Extreme motion (fast camera pans, rapid object movement in busy scenes) can occasionally show minor artifacts, but this is rare and comparable to what paid desktop tools produce.
- Why does AI interpolation need a GPU?
- The our AI model has ~10M parameters and has to evaluate them for every frame pair. On CPU this takes many seconds per frame; on a modern GPU it's 10-100× faster. That's why we route longer videos to our GPU server — it's the only way to make AI interpolation practical at video-length scale.