Clad

One photo, one body model, many uses: tailoring, size-aware try-on, fitness tracking, social fitting rooms, and a developer API.

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A 3D Body from Eight Questions – No Photo, No GPU

2026139 points43 comments AI & Machine Learning details

We trained an MLP that predicts 58 body shape parameters from 8 questionnaire inputs. The trick: a differentiable physics loss. Mass accuracy: 0.3 kg mean vs 3.9 kg for Ridge. No GPU at inference.