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MMHuman3D Release v0.7.0
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@yl-1993 yl-1993 released this 29 Apr 16:54
· 57 commits to main since this release
v0.7.0
d01e2d0
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Learn about vigilant mode.

Highlights

  • Support PARE (better than the official implementation)
  • Support DeciWatch (added by paper authors)
  • Add GTA-Human HMR baseline (official release)
  • Support saving inference results

New Algorithms

  • Support PARE with 49.35 mm PA-MPJPE on 3DPW, better than official implementation (50.9 mm)
  • Support DeciWatch for both smoothing and up to 10x inference speed-up, added by authors of the paper
  • Official release of GTA-Human HMR baseline with 11.82 mm PA-MPJPE improvement on 3DPW than the original HMR

New Features

  • Support saving inference results in HumanData format

Refactors

  • Merge HMR's and SPIN's H36M converter so the same preprocessed file is used now

Bug Fixes

  • Fix bugs in H36M and MPI-INF-3DHP data converters
  • Fix typo in smpl visualization tool
  • Fix in_ndc and is_perspective arguments in camera module

Many thanks to this release's contributors!
@WYJSJTU @juxuan27 @mingyuan-zhang @ttxskk @YongtaoGe @LazyBusyYang @pangyyyyy

Contributors

YongtaoGe, ttxskk, and 5 other contributors
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