AkashSDas / how-does-convolutions-work

Visualizing effects of CNN filters and Max Pooling on images.

Repository from Github https://github.comAkashSDas/how-does-convolutions-workRepository from Github https://github.comAkashSDas/how-does-convolutions-work

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

About

Visualizing effects of CNN filters and Max Pooling on images.

License:Apache License 2.0


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Language:Jupyter Notebook 100.0%