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In the lecture, @yjyoo3312 explained that random cropping of images may exclude object regions, which can decrease accuracy.
![image](https://github.com/PiLab-CAU/ComputerVision-2401/assets/89338327/…
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## 📚 Documentation
CutMix and Mosaic Augmentations are pretty good augmentation when it comes to achieve better score. It would be great if these two are included in albumentations.
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Hello,
First of all, I truly appreciate the excellent work you're doing!
I'm currently working on training a custom dataset formatted like the KITTI dataset. As part of this process, I need to m…
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# typo
1. p.5 men -> mean
![image](https://github.com/PiLab-CAU/ComputerVision-2401/assets/115199510/5f910a55-22fa-45e5-a0bc-fce03b391e10)
2. p.12 dtaset -> dataset
![image](https://github.com…
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I understood that Cutmix's principle is to combine the two pictures and do the labeling in this way [0.5, 0.5]. However, if you combine the two pictures like [0.9,0.1] or [0.95,0.05], the performance …
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Hello,
I've been trying to run train the model on 4 GPUs but I am having some problems with the rank of the GPUs. In fact it cannot see the arguement. More specifically:
```shell
bash train.sh …
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I want to use cutmix to train a segmenter model.
I just edited the datapreprocessor in configs/base/models/segmenter_vit-b16_mask.py file
`data_preprocessor = dict(
type='SegDataPreProcess…
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Hello,
Thank you for realizing this great work!
As a suggestion, it would be nice to have support for CutMix in FFCV. In my experience CutMix usually works better than Mixup.
Best regards.
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我仔细研究了您的代码,发现当cutmix设置为0时,spr函数处理结果返回的clean_set并没有应用,在这种情况下,您的SPR-LNL算是没有实际应用到训练过程中吗?这个cutmix是必须设置为1的吗?为什么要这样呢?也有可能是我对代码的理解有误,希望能够得到您的解答,谢谢!
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