README.md

Convolution with Python(numpy and scikit-image)

To show objects distinctly using the deep learning which is the actively using for last years. In this subject I have tried to show how to apply functions , passing through active functions. In the near future, we will gain in-depth knowledge of the results we have obtained in addition to these codes by developing an artificial neural network with a numpy library

Requirements

python 3
numpy 1.13.3
scikit-image
matplotlib 2.1.0

Installation

$ cd 2DConvolution
$ pip3 install -r requirements.txt

Data Visualization using Matplotlib

for linux

$ sudo apt-get install build-essential
$ sudo apt-get install qtcreator
$ sudo apt-get install qt5-default 

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Usage

python3 main.py

Kernel

• filter 3x3

Reference

• http://szeliski.org/Book/drafts/SzeliskiBook_20100903_draft.pdf
• https://en.wikipedia.org/wiki/Kernel_(image_processing)