How to upscale Sora, Kling, and Veo videos locally
AI generators deliver striking clips at modest resolutions. Why generated footage looks soft, which models fit which style, and a local workflow that scales to batches.
The short answer
Generators usually deliver 720p–1080p. Make a keep delivery-ready with a local AI Video Enhancer: reconstruct to 4K on your GPU, no upload.
- Export the highest-quality file your generation plan allows
- Preview model + strength on a free 1s/3s/5s segment
- Batch-render only the keepers overnight
Why AI-generated video looks soft when scaled
- Delivery resolution is modest by design — generation is expensive
- Diffusion smearing softens micro-texture that only shows when scaled up
- Motion frames collapse first; player scaling enlarges mush without adding detail
Match the model to the generator's style
Generator style → enhancer model
Pick the lane first — then dial strength down if texture looks crunchy.
PHOTOREAL
Sora · Kling · Veo · Seedance
Enhancer: General · portrait if faces lead
- Start moderate strength
Guides under /solutions/upscale-*-video
STYLIZED
Midjourney · anime prompts
Enhancer: Line-art / anime-aware model
- Preserve flat color + edges
Guides under /solutions/upscale-*-video
- Sora · Kling · Veo · Seedance — general / portrait
- Midjourney video — line-art / anime-aware
- Optional second pass: AI Color Enhance for 24→60fps social delivery
The three-step local workflow
- Export clean — highest resolution/bitrate your plan allows
- Preview in KwaFlux on faces, text, and fast motion before full render
- Batch only keepers locally — electricity cost, no per-clip cloud fees
What upscaling honestly cannot fix
Upscaling reconstructs resolution and edge detail. It does not re-generate content. Warped hands, morphing objects, inconsistent geometry between frames — those are generation-level artifacts, and the fix is generating a better take, not post-processing. Garbled on-screen text sharpens but does not become correct text.
The practical rule: upscale your best take, don't try to rescue a broken one. If a generation is compositionally right but soft, reconstruction will carry it to 4K convincingly. If it is structurally wrong, no amount of enhancement changes that.
Experience on Your Own Footage
Download KwaFlux locally and render 1s, 3s, and 5s previews before you pay — 100% on your GPU without cloud upload.
Frequently asked questions
What resolution do AI video generators output?
Typically 720p–1080p depending on the tool, plan, and generation mode — check your exported file's actual properties. That is below what 4K timelines, TVs, and full-screen web playback expect, which is why upscaling is a standard final step.
Which upscaling model should I use for AI-generated video?
For photorealistic generations, a general reconstruction model at moderate strength (portrait model when people carry the shot). For stylized or illustrated looks such as Midjourney, a line-art aware anime model preserves edges and flat colors instead of adding photographic noise.
Can upscaling fix warped hands or morphing objects?
No. Those are generation-level artifacts baked into the content. Upscaling reconstructs resolution and sharpness; structural problems need a better generation take.
Do I have to upload my generations to upscale them?
Not with a local tool. KwaFlux runs the enhancement on your own GPU — no media upload, no queue, no per-clip fees — and renders free 1s/3s/5s previews so you can verify settings before a full render.