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ML Application · Python

FittedPerfection

Deterministic fitting of generated outfits onto fixed MPFB bodies

What it is

FittedPerfection is an end-to-end 3D garment-fitting pipeline that fits generator-produced outfits (Trellis/Pixal3D/Rodin) onto four fixed MPFB bodies using local deterministic geometry maths, with Meta SAM 3.1 for part labeling and Muse Wonder for visual review, exposed through a CLI, a local app server and a three.js viewer.

Scored atfc0b11e7 Nov 2026Changes since

Merit describes the code at this commit. Later pushes count once the owner rescans. How merit is scored

Where it counts

  • Computer Vision30%
  • Machine Learning20%
  • MLOps10%
  • Data Science5%

How much of the project is about each field, as scoring counts it. It ranks in the field it is most about.

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