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ModelZoo
LapSRN_tensorflow
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02c31e80
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02c31e80
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May 07, 2025
by
chenzk
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## 模型结构
LapSRN模型主要有两个部分,即拉普拉斯金字塔预测模型和残差学习模型。


## 算法原理
该模型是一个图像超分辨率模型,通过逐步放大结构,包括特征提取和图像重建,在每个阶段通过卷积和转置卷积层实现对图像的逐级提升。


## 环境配置
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### Anaconda(方法三)
关于本项目DCU显卡所需的特殊深度学习库可从
[
光合
](
https://developer.
hpccube.com
/tool/
)
开发者社区下载安装。
关于本项目DCU显卡所需的特殊深度学习库可从
[
光合
](
https://developer.
sourcefind.cn
/tool/
)
开发者社区下载安装。
```
DTK驱动:dtk22.10
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测试图


### 精度
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## 源码仓库及问题反馈
*
https://developer.
hpccube.com
/codes/modelzoo/lapsrn_tensorflow
*
https://developer.
sourcefind.cn
/codes/modelzoo/lapsrn_tensorflow
## 参考资料
*
https://github.com/zjuela/LapSRN-tensorflow
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