syguan96/DynaBOA

[T-PAMI 2022] Out-of-Domain Human Mesh Reconstruction via Dynamic Bilevel Online Adaptation

31
/ 100
Emerging

Implements test-time bilevel online adaptation to refine a pre-trained mesh reconstruction model on out-of-domain videos without retraining. Uses a dynamic weighting strategy between inner and outer optimization loops to adapt the model to target domain characteristics like novel camera parameters and motion patterns. Integrates with AlphaPose/OpenPose for 2D keypoint detection and supports real-time inference via webcam or video input.

228 stars. No commits in the last 6 months.

No License Stale 6m No Package No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 8 / 25
Community 13 / 25

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Stars

228

Forks

19

Language

Python

License

Last pushed

Aug 30, 2024

Commits (30d)

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