Tool

Upscale

SeedVR2 upscale leaf for video/stills enhancement — Try binds video-seedvr2-upscale with honest GPU metering.

More than a Upscale wrapper

Anyone can proxy an API. What you get here is what surrounds it:

  • Direction, not just generation — bind Upscale into directed multi-scene spines (script → scenes → VO → music → assemble), or run the raw leaf when a single clip is all you need.
  • QC that can say no — directed graphs gate every clip and the final cut; failures re-roll or fail honestly instead of silently shipping.
  • Honest metering — GPU + partner meters shown before Confirm, unused reserve refunded, credits never expire.
  • Ownership — the graph is yours: edit it, publish it, earn per run.

FAQ

Image or video?

The leaf accepts the media the graph declares — iterate Upscale also routes here for gallery verbs.

Quality tiers?

Self-hosted SeedVR2 is the upscale path; partner quality tiers for generation are separate.

Billing?

GPU class in preflight; unused reserve refunds on fail.