search

jiwoon-ahn / psa

Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation, CVPR 2018
MIT License
380 stars 62 forks source link

Training schedule for segmentation net #24

Open arnike opened 4 years ago

arnike commented 4 years ago

Hi Jiwoon,

when training the segmentation net on the final masks, what schedule did you use (e.g. learning rate/decay, num of iterations/epochs, frozen/learned BN)? My guess is that you might need early stopping to avoid overfitting to the errors in the masks used for pseudo-supervision.

Thanks, Nikita

liuyue718 commented 4 years ago

Hi, I would like to ask how your --voc12_root and --weights are assigned, why did I write the local position of the dataset wrong?