U2PL
U2PL copied to clipboard
[CVPR'22] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels
Can you explain how to train custom data please ?
HI When running U2PL with AEL. I am getting this error: Traceback (most recent call last): File "../../train.py", line 967, in main() File "../../train.py", line 74, in main model =...
训练过程
您好,请问您能将VOC2012的1/8训练过程中生成的.txt文件给我看一下吗?
Hi there, I notice that you ablate alpha_0 in Tab.7 of paper, showed that 20% is the best setting for your work. Firstly, the top-20% low confidence for negative samples...
Hi there, thanks for the great tool! Would it be possible to use pre-trained weights from a vision transformer, instead of resnet? I had a quick go, but quickly ran...
Hi, nice work and I am going to reproduce the experimental results. I want to know how you split the dataset into the labeld and unlabeled parts? Is it random...
您好!请问DPA和fixed threshold的训练曲线在训练前期会有差别吗?我目前正在尝试用DPA替代阈值,但是发现在训练前期DPA的mIOU曲线显著低于使用阈值下的曲线。请问这种情况是正常的吗?
您好,最近我在您的项目上进行修改并学习,目前在pascal voc上效果较好,但是在cityscapes数据集上效果很差,目前找了很久没找到原因,于是想问您一下,请问您在训练两种数据集上有什么设置上或者训练策略上需要注意的地方呢?目前我看到了一些config文件内的细小差别,可是怎么尝试效果都一般,如果能回复并给我一些建议的话,我将非常感谢!
如果想在windows上跑,且没有gpu,只利用已有模型跑几张图片,可行吗,代码需要改动大吗?如果可行,我的测试代码应该如何修改