CRazorback/AADG

Regarding the Issue of Data Augmentation

Closed this issue · 3 comments

jiaqihuang01 commented

Thank you for your excellent paper and code. I have a few questions about your data augmentation method compared to traditional methods:

  • Is it true that no data augmentation method is used within the WARMUP_EPOCH: 60 period, and only the model and discriminator parameters are updated?
  • If I set WARMUP_EPOCH=END_EPOCH=300, does it mean there is no effect of data augmentation?
    Looking forward to your reply.
CRazorback commented

Yes. The training during WARMUP_EPOCH only applies standard and simple data augmentation. If you set WARMUP_EPOCH=END_EPOCH=300, AADG will not take effect.

jiaqihuang01 commented

Thank you for your response. May I ask what data augmentation techniques are used during the WARMUP_EPOCH period?

CRazorback commented

Only random crop is used during warmup stage.