AI Media Generation

Agency brief โ†’ SDXL / ComfyUI / AnimateDiff pipeline

Dashboard

AI Media Generation

Agency workflow: brief โ†’ prompts โ†’ ComfyUI / AnimateDiff configs โ†’ QC โ†’ delivery

Projects

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Agency Workflow Guide

Image Generation

  • SD 1.5 for 512px drafts, SDXL for 1024px finals
  • 20 steps preview โ†’ 50 steps final with SDXL refiner
  • Pin seed after approving a variant
  • LoRA weight: 0.6โ€“0.8 for style, 0.8โ€“1.0 for character

Video Generation

  • AnimateDiff: 16 frames @ 8fps = 2s clip (VRAM safe)
  • SVD-XT: image-to-video, 25 frames @ 6fps
  • Keep motion subtle for brand work
  • Assemble clips in Premiere / Resolve; add music + subs

Roles & Approval

  • Strategist: submits brief, approves final
  • Art Director: reviews prompts + style guide
  • AI Operator: runs ComfyUI / AnimateDiff
  • QC: Claude Sonnet vision check before delivery

AI Media Generation ยท MediaChannel ยท ComfyUI + AnimateDiff + SVD pipeline

Self-hosted GPU ยท LLM cost ~$0.66/month ยท GPU electricity only