DirtyHarryLYL / HAKE-Action

As a part of the HAKE project, includes the reproduced SOTA models and the corresponding HAKE-enhanced versions (CVPR2020).

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what's the meaning of hthresh and othresh in the Generate_detection.py

whqwill opened this issue · comments

what's the meaning of hthresh and othresh in the Generate_detection.py in instance level

BTW, where is the generation_args.pkl from?

  1. It means the human and object instances with detection confidence lower hthresh and othresh are ignored in inference and evaluation.
  2. They are obtained via grid search on selected validation set from HAKE. You could take reference from #30 (comment).
  1. It means the human and object instances with detection confidence lower hthresh and othresh are ignored in inference and evaluation.
  2. They are obtained via grid search on selected validation set from HAKE. You could take reference from #30 (comment).

OK. Thanks. So the hthresh and othresh are also obtained via grid search on selected validation set from HAKE, right?

BTW, if I want to do inference on my own dataset, how should I set hthresh and othresh and other parameters?

For Q1, that's right.
For Q2, maybe a grid search on a selected validation set from your own dataset could do it.