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iZakk's Dataset Creator Tools (SDXL Focused)

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Updated: Jul 12, 2025

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Jul 12, 2025

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iZakk

Some tools I made using ChatGPT/Claude/HatchCanvas. Those tools are aimed to styles, but you may use for other proposes too.

Requirements:
Python 3.6+

Functions and how to use them:

E621-R34-DAN-Downloader: A Python based GUI application that allows you to download content from E621, Rule34, and Danbooru. Simply enter an artist tag (or a list of tags, one per line) into the corresponding tab, then click “Start Download.”

Please note that E621 requires an API key for access. You can generate one by logging into your E621 account, navigating to your account settings, and creating an API key. Once obtained, input the key into the application to enable downloads from E621.

Dataset Organizer: This is more a personal tool and it pairs up with E621-R34-DAN-Downloader. I created it out of frustration with the repetitive and error of manually pairing and moving image and text files. It detects image and text files inside of a desired folder and show them in a gallery, it let you select the ones you find the best and move to a subfolder (which you can create in the very own GUI)

Note: The script will only work if the images have a text file that pairs with it. Images without tags will not appear in the gallery.

SDXL Image Resizer: After opening the script you can choose a folder, the script will detect all images and text files, copy them and resize that copy version automatically. It will try its best to make SDXL-friendly.