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Published April 19, 2024 | Version v2
Model Open

Scene Flow Pretrain Weight

Authors/Creators

Description

Please check the code link for more details: https://github.com/KTH-RPL/DeFlow, https://github.com/KTH-RPL/SeFlow 

Included model:

  • DeFlow
  • FastFlow3D
  • SeFlow
  • ... more on the way

Note for postfix:

  • _official means the weight reported result in our corresponding papers with hyperparameters mentioned in the paper also.
  • _best means the best result we tuned hyperparameters like learning rate, epoch etc afterward, you can check inside the ckpt file with this keyword: readmodel['hyper_parameters']['cfg']

Please follow the term of use of the trained dataset (since weights are trained on these datasets) , for example:

  • Argoverse 2 mentioned: Using the Argoverse Non-Commercially.
  • Waymo: Additional Restrictions: To ensure the Dataset is only used for Non-Commercial Purposes, You further agree (a) not to distribute or publish any models trained on or refined using the Dataset, or the weights or biases from such trained models, in whole or in part

Files

Files (399.3 MB)

Name Size
md5:df41adf7a368265ec83f73b39405b0a9
82.9 MB Download
md5:e773ea604715a0a3c3812d716d56cfa2
82.9 MB Download
md5:9b05a9f40df8006afacde6d363516f10
82.0 MB Download
md5:b4faefba6516561b527a0cd6866aca4a
82.9 MB Download
md5:788b58f7e845517da33fdb65458a1da5
68.7 MB Download

Additional details

Software

Repository URL
https://github.com/KTH-RPL/DeFlow
Programming language
Python