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What is val*.npy, where does it come from, and how do you determined the sample size of it?
Hi,
I wonder where does val_label.npy
, val_out.npy
, and val.npy
came from?
My guess is that they are randomly drawn from the validation split of the seen classes in the val setting.
For example, for NTU 55/5, we also take the 50/5 split in the 55 seen classes for training the gate module, and the val*.npys are taken from the validation split of the 50 seen classes.
I have another question about the size of val*.npy
s:
- for NTU 55/5, you take 2000 samples
- for NTU 48/12, you take 1440 samples
- for NTU 110/10, you take 3240 samples
- for NTU 96/24, you take 7200 samples.
I wonder if I could know how do you decide how many samples to take? Thanks in advance!