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vmap

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Context-aware ad-break placement for long-form video. A vision LLM reads the scenes, code enforces brand safety, and the output is a standards-compliant IAB VMAP 1.0 / VAST 3.0 manifest.

  • Updated Oct 7, 2026
  • Python

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