AI visualizations examples

AI Visualization / ExplanationVisualization techniques are of high importance in the field of data science and teaching to explain the concepts of AI.

Using charts, graphs, and animations to visualize complex topics is easier than poring over spreadsheets or reports.

Here, in this article, I started to collect excellent animations explaining parts within the complex world of artificial intelligence. I used this animations already a lot to explain topics to my students.

For sure many good links are missing, feel free to send comments, I will update the list.

Many thanks to the original and creative authors! Great piece of work.

Intro to ML & Bias-Variance

source: http://www.r2d3.us/visual-intro-to-machine-learning-part-1/

Explaining CNNs

source: https://www.cs.ryerson.ca/~aharley/vis/conv/flat.html

Teachable Machines and more demos

source: https://www.tensorflow.org/js/demos

Explaining Neural Nets

source: http://playground.tensorflow.org

Explaining GANs (Generative adversarial networks )

source: GAN Lab

DISTILL — communicate sience

With the goal to best communicate science and serve the reader.

souce: https://distill.pub

TensorSpace: 3D

source: https://tensorspace.org

Originally published at https://kienlef.github.io.