Closed ZheC closed 5 years ago
I am afraid that an official model trained on KITTI has not been released yet [1]. Since I am trying to stick as close as possible to the original repository, and also did not train on KITTI myself, I have not planned to release such a model. My apologies, but thank you for being interested in this implementation.
[1] https://github.com/NVlabs/PWC-Net/tree/master/Caffe/model
I think the pwc_net.pth.tar in the original repo is finetuned on kitti dataset as well [1]. Which model in your repo corresponds to pwc_net.pth.tar?
--model sintel
corresponds to pwc_net.caffemodel
--model chairs-things
corresponds do pwc_net_chairs_things.caffemodel
I should probably change --model sintel
to --model various
since Deqing mentioned that it has been fine-tuned on a diverse set of training data: https://github.com/NVlabs/PWC-Net/issues/26#issuecomment-413752445
Thank you for bringing this to my attention.
I just changed --model sintel
to --model default
. Thank you again for bringing this up.
Is the KITTI model only fine-tuned on KITTI2015? not a mixture of KITTI2012 and 2015?
According to https://github.com/NVlabs/PWC-Net/issues/26#issuecomment-413752445, yes. You might want to consider asking your question there to get a definitive answer.
Thank you for the re-implementation! It is so helpful. Do you have a model trained on the Kitti flow 2015 dataset?