Mitsua/color-multi-fractal-db-1k

Dataset Card for Color Multi Fractal DB 1k

This is a pre-generated 1k classes, 1M images colored-multi-fractal-images dataset based on Improving Fractal Pre-training by Connor Anderson et al. and Multi-Fractal-Dataset by FYSignate1009.

We have changed some fractal parameters so that our ViT pretraining can converge. Modified parameters can be found on this repo.

You can pretrain vision transformers without worrying about dataset licensing for commercial use.

Dataset Details

Dataset Sources

• Repository: Improving Fractal Pre-training and Multi-Fractal-Dataset
• Paper: https://arxiv.org/abs/2110.03091

Description

• Curated by: ELAN MITSUA Project / Abstract Engine
• Dataset License: CC BY 4.0
• Source Code License: MIT License

How to reproduce this Dataset

This repo contains all scripts that are used to generate fractal images.

python generator_no_mixup.py