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MMHuman3D Release v0.10.0
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@yl-1993 yl-1993 released this 12 Oct 09:39
· 24 commits to main since this release
v0.10.0
6e60ad1
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Learn about vigilant mode.

Highlights

  • Add webcam demo and real-time renderer
  • Update dataloader to speed up training
  • Add balanced MSE loss for imbalanced HMR training

New Algorithms

  • Add balanced MSE loss for imbalanced HMR training (added by paper authors)

New Features

  • Add persistent_workers in dataloader to reduce data time in training
  • Add webcam demo and real-time renderer
  • Support mmhuman3d installation without torch

Documentation

  • Add smc file description
  • Update install.md to address dependency conflicts
  • Update GTA-Human, main readme, and install guide
  • Update doc to avoid mmcls and mmtrack installation issues

Bug Fixes

  • Fix error raise messages in estimate_smpl.py
  • Fix ImportError caused by missing __init__.py
  • Fix config not found when installed by 'pip install git+...'
  • Fix GTA-Human config path error
  • Fix bugs in guas1d config
  • Fix bug for the real-time renderer

Many thanks to this release's contributors!
@ykk648 @haofanwang @woo1 @mingyuan-zhang @ttxskk @kimren227 @caizhongang @LazyBusyYang @yl-1993

Contributors

yl-1993, woo1, and 7 other contributors
Assets 2
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