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# Meeting notes 2.05
## Problems
- What to do as a baseline solution?
- What semi-supervised methods can we use?
- How to add image priors?
## Baseline solution
- We have UNet implemented
- …
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Training a toy example on DDP mode with the composer runtime while using both using `torch.compile` through `Trainer.compile_config={}` and `BlurPool` algorithm raises a dynamo error.
** To reprodu…
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when I use the attentive cutmix to train the results are way far from the expected. although-I used same parameters as what is written in the paper.
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What?
- Object의 정보가 pixel 별로 분류되어 있으므로, 원하는 object 부분만을 떼와 다른 이미지에 mix가 가능할 것 같다.
- 아직 구체적인 구현 방식은 더 생각해봐야겠지만, 좋은 augmentation 방법이 될 수 있을 것 같다.
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So I have been trying to build https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/csresnext50-panet-spp-original-optimal.cfg using tensorflow-2.0
What is mosaic/cutmix in this file and h…
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## 🚀 Feature
Inclusion of new Augmentation techniques in `torchvision.transforms`.
## Motivation
Transforms are important for data augmentation :sweat_smile:
## Proposals
- [x] [Ran…
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Hi, thanks for this great repo!
I am new to this area and I have a few questions regarding the experiments:
1. Do you still have the scripts (or hyperparameter lists) for the experiments in the …
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Hi, I see a number of people asked questions about where the code for progressive learning was located exactly in the repo. I also couldn't find it. I was wondering if anyone was able to identify wh…
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[ResNet Strikes back: An improved training procedure in timm](https://arxiv.org/abs/2110.00476) 논문에서 말하길 resnet도 최신 훈련 테크닉을 사용하면 최신 모델 결과에 밀리지 않는 결과를 낸다고 말함. 이를 위해 resnet에 사용한 훈련 테크닉들:
1. Data Augm…
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## 세부 설명
지금까지 좋았던 단일 모델 중 하나인 atss_swinL_fpn_dyhead.
대조군:
![image](https://user-images.githubusercontent.com/48312123/161366167-d5419588-2693-45ac-a5e0-e12342ae20e8.png)
## 해야 하는 것
* [x] s…