A collection of Deep Learning images and visualizations. The project has been developed by the AI Summer team and currently contains almost 100 images.
- Articles for the AI Summer blog
- Introduction to Deep Learning & Neural Networks course in educative.io
- Upcoming Deep Learning in Production book
- Upcoming Introduction to Deep Learning book
This repository was inspired by:
- ml-visuals repository maintained by dair.ai
- dl-visuals repository maintained by Daniel Voigt Godoy
The images have been created using https://www.diagrams.net/ over the past years.
- Activation functions
- Attention
- Autoencoders
- Convolutional Neural Networks
- Dropout
- Generative Adversarial Networks
- Generative Learning
- Graph Neural Networks
- Linear classifiers
- Neural Networks
- Normalization
- Optimization
- Recurrent Neural Networks
- Sequence processing
- Transformers
Of course. You are allowed to use the images anywhere you like ( even for commercial use), as long as you attribute AI Summer.
