N
numpy.org
official
Convolution with NumPy
Example code demonstrating how to perform a convolution operation using NumPy arrays and a custom kernel.
T
towardsdatascience.com
article
Image Convolution using Python and NumPy
A step-by-step guide to implementing image convolution using Python, NumPy, and a sample kernel, including example code and visualizations.
C
coursera.org
research
Convolutional Neural Networks with Python
Course materials covering the basics of convolutional neural networks, including a Python example using NumPy to apply a convolution kernel to an image array.
G
github.io
tool
NumPy Array Convolution
Open-source implementation of a convolution function for NumPy arrays, including example usage and a customizable kernel.
Y
youtube.com
video
Python Convolution Example
Video tutorial demonstrating how to perform a convolution operation on a NumPy array using a sample kernel, including code explanations and visualizations.
H
harvard.edu
research
Convolution Kernels for Image Processing
Research paper discussing the application of convolution kernels in image processing, including examples implemented in Python using NumPy arrays.
D
docs.scipy.org
official
NumPy Convolve Function
Documentation for the NumPy convolve function, including example usage and explanations of how to apply a custom kernel to an array.
K
kdnuggets.com
news
Convolutional Image Processing with Python
Article discussing the use of convolutional techniques in image processing, including a Python example using NumPy and a sample kernel to apply a convolution operation.