项目作者: AkashSDas

项目描述 :
Visualizing effects of CNN filters and Max Pooling on images.
高级语言: Jupyter Notebook
项目地址: git://github.com/AkashSDas/how-does-convolutions-work.git
创建时间: 2021-04-08T16:28:56Z
项目社区:https://github.com/AkashSDas/how-does-convolutions-work

开源协议:Apache License 2.0

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how-does-convolutions-work

Here we can see how CNN filters and Max Pooling work by visualizing their effects on images.

Table of contents

Getting started

The notebook is available on Kaggle to work in the same environment where this notebook was created i.e. use the same version packages used, etc…

Visualizations

Image

Random filter effect

Vertical filter effect

Horizontal filter effect

Max Pooling effect

License

APACHE LICENSE, VERSION 2.0