https://github.com/nmichlo/mtg-ml
Machine Learning Models for Generating MTG Cards
https://github.com/nmichlo/mtg-ml
Last synced: about 1 month ago
JSON representation
Machine Learning Models for Generating MTG Cards
- Host: GitHub
- URL: https://github.com/nmichlo/mtg-ml
- Owner: nmichlo
- License: mit
- Created: 2021-11-25T14:50:42.000Z (almost 4 years ago)
- Default Branch: main
- Last Pushed: 2021-12-17T23:55:27.000Z (almost 4 years ago)
- Last Synced: 2025-06-20T16:47:09.508Z (4 months ago)
- Language: Python
- Size: 5.64 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
🧙♂️ Magic The Gathering ✨
🖌️ Generators 🎨
Various machine learning models for generating MTG cards.
Example reconstructions of dataset elements
using a simple Beta-VAE
## 📋 Features
**Generative Models**
- Beta-VAE
- NVAE (TODO)
- Basic GAN (TODO)
- StyleGAN2 (TODO)
- Improved Denoising Diffusion Model (TODO)
## ⬇️ Download Images
Images need to be downloaded and pre-processed from [images](https://scryfall.com/docs/api/images)
using [mtg-dataset](https://github.com/nmichlo/mtg-dataset).
## 🏃️ Usage
- _Coming Soon_