T
towardsdatascience.com
article
2D Convolution using NumPy
Implementing a 2D convolution kernel from scratch using NumPy for image processing applications.
N
numpy.org
official
NumPy 2D Convolution
Official documentation for NumPy's 2D convolution functions, including examples and usage.
C
coursera.org
research
Convolutional Neural Networks with Python
Course materials covering the implementation of 2D convolution kernels using NumPy and Keras for deep learning applications.
G
github.io
tool
2D Convolution Kernel Implementation
Open-source implementation of a 2D convolution kernel using NumPy, with example use cases and explanations.
R
realpython.com
article
Image Processing with NumPy
Tutorial on using NumPy for image processing tasks, including 2D convolution and filtering.
S
stanford.edu
research
Convolution Kernels
Lecture notes from Stanford University's computer vision course, covering the theory and implementation of 2D convolution kernels.
P
pypi.org
tool
Python Convolution Library
Python library providing an efficient implementation of 2D convolution kernels using NumPy, with documentation and example usage.
Y
youtube.com
video
Convolutional Neural Networks
Video lecture series covering the basics of convolutional neural networks, including the implementation of 2D convolution kernels using NumPy.