问题描述
在许多文档中,都有有关每个过滤器的图像,例如 Example。
我想像示例图像一样查看我的卷积过滤器,但是我不知道如何可视化它。
In many documents, there are images about each filter like "Example".I want to visual my convolution filters like "Example" image, but I don't know how can visualize it.
如何可视化我的卷积过滤器?
How can I visualize my convolution filters?
推荐答案
将每个卷积过滤器视为 x
乘 x
矩阵,其中 x
是过滤器的大小。因此,您的任务是将这些矩阵放在绘图网格上。我已经举了一个示例,说明如何使用MNIST数据集绘制卷积过滤器和卷积层的输出,请参见 github上的conviz存储库。希望对您有帮助。
Think about each convolutional filter as x
by x
matrix, where x
is the size of the filter. So your task is to put those matrices on a plot grid. I have made an example how to plot convolutional filters and output of convolutional layers using MNIST dataset, see conviz repository on github. Hope it helps you.
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