8 results · AI-generated index
T
towardsdatascience.com
article

Designing 2D Convolution Kernels with Python

Learn how to create custom 2D convolution kernels using Python and the NumPy library, with example code and visualizations.

C
cs231n.github.io
research

Convolutional Neural Networks (CNNs) - 2D Convolution

Stanford University's CS231n course notes on CNNs, including a section on 2D convolution and kernel design, with Python examples using TensorFlow.

P
pyimagesearch.com
article

2D Convolution Kernel Design using Python and OpenCV

A tutorial on designing and applying custom 2D convolution kernels using Python and OpenCV, with example code and images.

G
github.io
tool

Python Implementation of 2D Convolution

A GitHub repository containing a Python implementation of 2D convolution, including kernel design and example usage.

C
coursera.org
official

Convolutional Neural Networks for Image Processing

A Coursera course on CNNs for image processing, including a module on 2D convolution and kernel design, with Python assignments and quizzes.

Y
youtube.com
video

2D Convolution Kernel Design using Python and Keras

A YouTube video tutorial on designing and applying custom 2D convolution kernels using Python and Keras, with example code and demonstrations.

S
scipy-lectures.org
research

Convolution Kernels for Image Filtering

A SciPy lecture on convolution kernels for image filtering, including a section on 2D convolution and kernel design, with Python examples and code.

D
datacamp.com
official

Designing Convolutional Neural Networks with Python

A DataCamp course on designing CNNs with Python, including a chapter on 2D convolution and kernel design, with interactive exercises and projects.