Sketch2Colab: Sketch-Conditioned Multi-Human Animation via Controllable Flow Distillation

📰 ArXiv cs.AI

Sketch2Colab generates 3D multi-human animations from 2D sketches with fine-grained control

advanced Published 31 Mar 2026
Action Steps
  1. Learn a sketch-conditioned diffusion prior
  2. Distill the prior into a rectified-flow model for controllable motion generation
  3. Fine-tune the model for object-aware 3D multi-human motion
  4. Apply the model to generate coherent animations from storyboard-style 2D sketches
Who Needs to Know This

AI engineers and researchers on a team can benefit from this technology to generate realistic animations, while product managers can leverage it to create engaging content

Key Insight

💡 Sketch2Colab enables controllable flow distillation for multi-human animation generation

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💡 Generate 3D animations from 2D sketches with Sketch2Colab!
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