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MMHuman3D Release v0.6.0
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@yl-1993 yl-1993 released this 01 Apr 14:42
· 65 commits to main since this release
v0.6.0
d17368f
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Learn about vigilant mode.

Highlights

  • Add HumanDataCache that requires 96% less RAM during training
  • Refactor differentiable renderers and support UV map rendering
  • Support slice/concat operations for HumanData

New Features

  • Add HumanDataCache to address OOM issue when training using HumanData (e.g., HMR training requires 96% less RAM)
  • Refactor differentiable renderers and support UV map rendering
  • Support slice/concat operations for HumanData
  • Upgrade SMPLify to support more losses, output HumanData, and more
  • Refactor keypoint mapping and support mask-free conversion

Bug Fixes

  • Fix critical bugs in data converters (for SURREAL, AGORA and more)
  • Fix vertices-related bug in visualization toolbox
  • Fix shape and device in tensor2dict
  • Fix small bugs in HybrIK
  • Fix OOM error for demo
  • Fix doc format issue
  • Remove duplicate limbs in HumanData Update dependency (e.g. cdflib, ffmpeg)
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