Paweł Pierzchlewicz's picture
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Paweł Pierzchlewicz

ppierzc

AI & ML interests

Motion Estimation, Pose estimation, Diffusion Models, Uncertainty Calibration

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Excited to share my latest preprint with @oliveiracaio and @fabee : "Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion Estimation"! 💃🕺

Platypose is our new approach to estimating 3D human motions from 2D observations. What makes it special? 🤩 Well, we're able to estimate multiple hypotheses for motion, which is pretty cool!

But here's the best part: our model is not only accurate but also well-calibrated. We've made sure that the predicted uncertainty matches the models confidence, so you can have a better understanding of Platypose's predictions.

Project Page: https://sinzlab.org/publications/2024-platypose.html
Paper: Platypose: Calibrated Zero-Shot Multi-Hypothesis 3D Human Motion Estimation (2403.06164)
Model Weights: sinzlab/platypose

The code is open-source, so please leave a star ⭐
https://github.com/sinzlab/platypose