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Dataset-Tools: A Simple Dataset Viewer for AI Art
How to use Dataset-Tools
Launching the Application
User Interface Overview
Improve the Project
Help the Creators
Dataset-Tools is a desktop application designed to help users browse and manage their image and text datasets, particularly those used with AI art generation tools like Stable Diffusion. Developed using PyQt6, it provides a simple and intuitive graphical interface for browsing images, viewing metadata, and examining associated text prompts. This project is inspired by tools within the AI art community (☮️receyuki🤍) and aims to empower users in improving their dataset curation workflow.
https://github.com/user-attachments/assets/f8b4187b-2603-4bae-aa4a-dc3f621b5696
How to Use Dataset-Tools
Requirements
To run the program, you will need the following software:
Python:
- Python.org or Try
uv
Git:
Launching the Application
1. Open your terminal
shell console of choice.🐣 (ie: powershell
,cmd
,zsh
,bash
, etc.)
2. git clone
or download the Dataset-Tools repository from GitHub.
git clone https://github.com/Ktiseos-Nyx/Dataset-Tools.git
3. Move into Dataset-Tools folder and pip install
the required dependencies:
cd Dataset-Tools
pip install .
uv
users
cd Dataset-Tools uv pip install .
4. Run the application with dataset-tools
command:
dataset-tools
You're in!
User Interface Overview
The application window has the following main components:
- Current Folder: Displays the path of the currently loaded folder.
- Open Folder: A button to select a folder containing images and text files.
- Image List: Displays a list of images and text files found in the selected folder.
- Image Preview: An area to display a selected image.
- Metadata Box: A text area to display the extracted metadata from the selected image (including Stable Diffusion prompt, settings, etc.).
Managing Images and Text
- Selecting Images: Click on an image or text file in the list to display its preview, metadata, and associated text content.
- Viewing Metadata: Metadata associated with the selected image is displayed on the text area, such as steps, samplers, seeds, and more.
- Viewing Text: The content of any text file associated with the selected image is displayed on the text box.
Key Features
- Graphical User Interface (GUI): Built with PyQt6 for a modern and cross-platform experience.
- Image Previews: Quickly view images in a dedicated preview area.
- Metadata Extraction: Extract and display relevant metadata from PNG image files, especially those generated from Stable Diffusion.
- Text Viewing: Display the content of text files.
- Clear Layout: A simple and intuitive layout, with list view on the left, and preview on the right.
Future Developments
- Filtering/Sorting: Options to filter and sort files.
- Thumbnail Generation: Implement thumbnails for faster browsing.
- Themes: Introduce customizable themes for appearance.
- Better User Experience: Test on different operating systems and screen resolutions to optimize user experience.
- Video Tutorials: Create video tutorials to show users how to use the program.
- Text Tutorials: Create detailed tutorials in text and image to show the user how to use the program.
Help the Creators
--<{ Ktiseos Nyx }>--
is a creator collective consisting of
Duskfall Portal Crew on GitHub
The Duskfall Portal crew would like to thank -
- ChatGPT 3.5 & 4o: Powering innovative solutions and creative endeavors.
- Support of my peers, and the community at Large.
- Canvas icons created by Freepik - Flaticon
- Inspired by receyuki/stable-diffusion-prompt-reader
EXDYSA on GitHub
...and more to come!
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