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## 一言でいうと
CNNで畳み込みを行う際はどの場所でも同じフィルターを使うが、高次の特徴になるにつれその範囲で区切れているとは限らなくなる。そこで畳み込みを行う際に畳み込むポイントを当初のフィルターからずらし、またずらしの幅も同時に学習する手法を提案。
![image](https://user-images.githubusercontent.com/544269/3817151…
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**Thanks for your amazing work. Have you ever tried to visualize the deformable convolution just like the results in the paper 'Deformable Convolutional Networks'? like this:**
![deformable_conv_demo…
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Unread papers that might give a new idea:
- [ ] [Attention Augmented Convolutional Networks](https://arxiv.org/abs/1904.09925)
- [ ] [Instances as Queries](https://arxiv.org/abs/2105.01928)
- [x] [Se…
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I am proposing to be able to include a 3D deformable convolution within keras-cv
## Background
A recent paper has used deformable convolutions as a key building block in order to have a CNN be sta…
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- Name of layer type:
deform_conv2d
- Is this a PyTorch or a TensorFlow layer type:
PyTorch
- Your version of coremltools:
7.0b1
- Your version of PyTorch/TensorFlow:
PyTorch 2.0.1
- I…
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https://github.com/xingyizhou/CenterNet/blob/2b7692c377c6686fb35e473dac2de6105eed62c6/src/lib/models/networks/msra_resnet.py#L184-L209
What does msra mean?
Why don't you call `fill_up_weights` f…
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This blog post might give you some additional hints how to improve parts of the model: https://towardsdatascience.com/how-to-get-beautiful-results-with-neural-style-transfer-75d0c05d6489
Accompanyi…
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### 本周做了
新年第一次周报。
- 写数据库课设,用[EChats](http://echarts.baidu.com)数据可视化,把数据库中的数据,可视化加载了出来,做成了一个炫酷的仪表盘。
- 复习。课设花费的时间太长,有点得不偿失。但觉得是一个不错的练手机会,所以尝试了不少新的功能。
- 看了论文[Deformable Convolutional Networks](ht…
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Hi, it is quite a nice implementation, I've read it and I got stuck in some points.
1. In reppoints_head.py, what is the usage of adding the "dcn_base_offset" at line 278, does it play a row of enla…