Studios need to upscale character art for marketing at higher resolution than the source. Existing tools either distort identity, don't add detail, or cost $39/mo per seat.
ComfyUI pipeline combining Ultimate SD Upscale (denoise 0.2) + 4x ESRGAN + downscale 0.5 trick. Preserves character identity. Adds genuine micro-detail. Production cost: ~$0.015 per image.
ComfyUI pipeline combining Ultimate SD Upscale (denoise 0.2) + 4x ESRGAN + downscale 0.5 trick. Preserves character identity. Adds genuine micro-detail. Production cost: ~$0.015 per image.
What this demonstrates?
ComfyUI workflow architecture (5-group color convention, documented decisions)
Production-grade character preservation — the same challenge studios solve with LoRAs
API productionization: workflow → Python → batch processing without UI
Cost engineering: $0.015/image vs $39/mo SaaS (Magnific) — 1000+ images for the price of one month
Open-source moat — workflow JSON is shareable, no vendor lock-in
