Synthia -> Cityscapes pre-trained model

Question

Synthia -> Cityscapes pre-trained model

VitorGuizilini-TRI opened this issue 4 years ago · 3 comments

VitorGuizilini-TRI commented 4 years ago

Hi, can you share the SYNTHIA to Cityscapes pre-trained model to replicate the results of the paper? Thank you for the great work!

Answer 1 · 2020-11-05T05:10:21.000Z

Thanks @VitorGuizilini-TRI
I have include the SYNTHIA-to-Cityscpaes in the link, which start with SY in file name.
You may download from https://drive.google.com/u/2/uc?id=1smh1sbOutJwhrfK8dk-tNvonc0HLaSsw&export=download
If any questions, please do not hesitate to ask me.

Answer 2 · 2020-11-05T05:12:57.000Z

Note that the evaluation code I provided for SYNTHIA-to-Cityscapes is still average the IoU by divide 19.
Actually, you need to re-calculate the value by divide 16. There are only 16 shared classes for SYNTHIA-to-Cityscapes.

Answer 3 · 2021-06-22T03:44:28.000Z

Can you give detailed description for the pretrained model and provide a readable name? @layumi 😕
I'm so confused with SY_1280x640_restore_ft_GN_batchsize5_512x256_pp_ms_me0_classbalance7_kl0.1_lr1_drop0.1_seg0.5_fp16_BN_255_Noaug and SY_SE_GN_batchsize1_1024x512_pp_ms_me0_classbalance7_kl0.1_lr1_drop0.1_seg0, and which is for GTAV --> Cityscapes and SYNTHIA --> Cityscapes separately?