It's not just magnification. It's a rethink of the whole frame.
Atlas Video Enhance is an all-in-one quality engine built for generated and existing footage alike. It reads structure and motion together across frames, rebuilding believable detail and suppressing compression artifacts as it raises resolution — and it can interpolate new frames for smooth output at up to 60fps.
Faces, text, and texture come back sharper, with cleaner edges after the upscale.
Texture and edges stay consistent from frame to frame, cutting flicker, drift, and jitter.
Blur, noise, and compression artifacts are corrected so people, text, and texture read clearly while light and shadow stay natural.
Intermediate frames are generated intelligently to smooth fast motion and camera pans.
FlashVSR 2K vs. Atlas 4K
FlashVSR's publicly available direct-access model currently tops out at 2K, so this pair compares the best tier each engine actually ships for the same source — not two engines both targeting 4K.
24fps original vs. Atlas 60fps
From low-resolution sources to deliverable masters
Resolution, texture, and frame rate aren't three unrelated toggles. Atlas organizes them into one enhancement pipeline, so spatial detail and temporal continuity are optimized toward the same goal.
- 01Source video analysis
Resolution, frame rate, compression quality, camera motion, and aspect ratio are measured first.
- 02Spatiotemporal feature modeling
Frame-to-frame correspondences are established to locate stable structure, motion boundaries, and occluded areas.
- 03Image quality enhancement
Resolution is raised and the picture cleaned up from that model, suppressing noise, ringing, blocking, and unstable sharpening.
- 04Motion continuity enhancement
Intermediate frames are generated as needed, then checked for consistency against their neighbors.
- 05Delivery-grade encoding
Output at 720p, 1080p, 1440p, or 4K, preserving the original aspect ratio.
Why Atlas Cloud
| Comparison dimension | Traditional super-resolution / FlashVSR | Atlas Video Enhance |
|---|---|---|
| Processing focus | Traditional super-resolution / FlashVSRMostly upscaling with local sharpening | Atlas Video EnhanceJoint optimization of structure, texture, artifacts, and motion continuity |
| Output ceiling | Traditional super-resolution / FlashVSRPublic direct-access tiers currently cap at 2K | Atlas Video Enhance720p, 1080p, 1440p, and 4K offered across the board |
| Cross-frame stability | Traditional super-resolution / FlashVSRComplex texture can flicker or drift | Atlas Video EnhanceSpatiotemporal consistency constraints keep continuous shots steady |
| Motion experience | Traditional super-resolution / FlashVSRMainly improves spatial resolution | Atlas Video EnhanceOptional 60fps interpolation balances clarity and fluidity |
Questions, answered
Atlas Video Enhance is the quality engine behind the ESR resolution tiers. It analyzes structure and motion together across frames, then raises resolution while rebuilding believable detail, suppressing compression artifacts, and keeping consecutive frames stable. Optional frame interpolation delivers smooth output at up to 60fps.
It is live on Seedance 2.5. In the resolution dropdown, pick any tier marked ESR — for example 1080p-ESR, 1440p-ESR, or 4K-ESR — and the enhancement runs as part of the same generation request. More models will follow.
No. ESR tiers are Atlas post-processing super-resolution applied to the model's output, not native higher-resolution renders from the model itself. That distinction is deliberate: you get a delivery-grade master at a fraction of the cost of rendering natively at that size, and the page above shows exactly what the result looks like.
Output is available at 720p, 1080p, 1440p, and 4K, always preserving the source aspect ratio. Frame interpolation to 60fps is an optional add-on tier, so you can choose clarity, fluidity, or both.
It runs on the same API key and the same usage-based billing as the generation itself — no separate service to subscribe to. The exact cost of the tier you picked is shown before you run it, so pricing is always what you see on the model page.
Custom setups — higher throughput, a different output spec, or enhancement applied inside your own pipeline — are handled case by case. Talk to our team and we will scope it with you.
Run it on your next generation.
Live today on Seedance 2.5: pick any resolution tier marked ESR and Atlas handles the rest — no separate pipeline, no extra integration, billed on the same API key.
Need a custom tier — higher throughput, a different output spec, or enhancement on your own pipeline? Our team can set it up.
