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Web + Edge + GPU

Poster-to-Parallax

Transforming flat poster art into layered interactive parallax scenes with a production-ready rendering flow.

  • React
  • Cloudflare
  • FastAPI
  • PyTorch
01 / Depth

Process & Execution

01

Segmentation Pipeline

Built layered mask extraction around custom SAM workflows so poster art could become stable foreground, midground, and background planes.

02

Renderer Integration

Normalized model outputs into a playback format that could drive the interactive parallax renderer without hand-tuned cleanup on every asset.