metadata

license: cc-by-4.0
datasets:
  - Mitsua/color-multi-fractal-db-1k
tags:
  - vision
  - image-classification
library_name: transformers

Model Card for Swin Base Multi Fractal 1k

Swin Transformer model pre-trained on Color Multi Fractal DB 1k (1 million images, 1k classes) at resolution 224x224 for 300 epochs, developed by ELAN MITSUA Project / Abstract Engine.

This model is trained exclusively on 1 million fractal images which relies solely on mathematical formulas, so no real images or pretrained models are used for this training.

Model Details

Model Description

The Swin Transformer is a type of Vision Transformer and can be utilized for various downstream tasks. It was introduced in the paper Swin Transformer: Hierarchical Vision Transformer using Shifted Windows by Liu et al. and first released in this repository.

Developed by: ELAN MITSUA Project / Abstract Engine
Model type: Image Classification
License: CC BY 4.0

Training Details

Training Data

Color Multi Fractal DB 1k / CC BY 4.0
- Curated by: ELAN MITSUA Project / Abstract Engine
- Paper: Improving Fractal Pre-training by Connor Anderson and Ryan Farrell
- Code : Multi-Fractal-Dataset by FYSignate1009