SEAM
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YudeWang
Self-supervised Equivariant Attention Mechanism for Weakly Supervised Semantic Segmentation, CVPR 2020 (Oral)
Thank you for your sharing firstly! What do the model outputs crm1 and crm_rv1 represent in the train_SEAM.py file?
Hi. Thank you for sharing your code. I'm trying to train the model with my custom dataset. The number of class is 3, so I changed the code in resnet38_SEAM.py...
How can I get the final result images? Is the generated npy file converted to an image?
first of all,thanks for this code ,it vary useful! however,when i use infer_seam, the result will saved as .npy,how can i used it to pred hotmap?
Dear YudeWang, Thanks for sharing your code! Should I use the result value of the CAM that I checked through the existing SEAM for the `cam_dir` paramter in `infer_aff.py`? Anyone...
When I run the script train_SEAM with the weights ilsvrc-cls_rna-a1_cls1000_ep-0001.params, the code will stop randomly without any information. How can I solve it? Anybody has the same problem?
https://github.com/YudeWang/SEAM/blob/c55601649c5fa676836d3ec70ec044541b7d1d83/infer_SEAM.py#L64 Could you explain why the code need flip operation in the lines 64? Several papers hava also used this operation. Thank you!
Dear YudeWang, Thanks for your code! Do you have replaced AffinityNet with IRN before? I get a worse result when I replaced AffinityNet with IRN. Could you give me some...
