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Review-2019.11.25-高博川 #641

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MrGfor95 opened this issue Nov 25, 2019 · 0 comments

MrGfor95 commented Nov 25, 2019

Weekly-review

阅读了Decoders Matter for Semantic Segmentation 这篇文献，提出了一种基于数据的上采样方法，可以在数据中学得一个转换矩阵用于上采样，文章没有开源但是有人尝试复现代码，我细看了一下代码，觉得在计算数据的上采样矩阵这块可能有个绕不过的坑，跳过这个。
参考了Gated-SCNN: Gated Shape CNNs for Semantic Segmentation这篇文章，提出了在传统语义分割之外，添加一个边缘分割的任务，设置了相应的边缘loss函数，通过边缘信息的加入，来提高网络的分割精度。打算从这个网络入手，修改结构适应与我的道路分割任务。

Next

调试Gated-SCNN，完成在道路数据集上的训练过程。

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