10K Splash Art for Gacha Game Characters

Resource Release

Happy 2025 guys, I had a personal data collection work that I’m excited to share with you all:

• Dataset Name: splash-art-gacha-collection-10k

• Link: https://huggingface.co/datasets/mrzjy/splash-art-gacha-collection-10k

(You can find more details in Huggingface)

Description

This collection features 11,755 character splash arts or 角色立绘 sourced from 47 gacha games, meticulously gathered from Fandom and Biligame WIKI.

The dataset is suitable for fine-tuning T2I models on splash art generation domain, utilizing the image and prompt fields. It includes a mix of both high- and low-quality splash arts of various styles, allowing you to curate and select the images that best suit your training needs.

Data Structure

• image: A PIL.Image object representing the image of various sizes.

• prompt: The text-to-image (T2I) generation prompt, derived using a method detailed on the huggingface page.

• character: The name of the character depicted in the image.

• title: The title associated with the character (e.g., game).

• page: A reference link to the character's page.

• extra: (Dumped JSON string) Additional information or metadata that may provide further context or utility.

Data Distribution:

Example:

{
   "image":<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=720x720 at 0x7F0ED9AC9B10>,
   "prompt":"[splash-art] In a dramatic, dimly lit scene reminiscent of a Guillermo del Toro film, a formidable mechanical bull, its body a blend of light brown and gray metal parts, emits an industrial aura, its fierce expression highlighted by glowing eyes. A young girl with sun-kissed blonde hair in a ponytail exudes confidence in a striking white outfit with red accents, gripping a vibrant red rope tightly as she guides the beast. The background blurs with swirling shadows, accentuated by warm, diffused spotlighting from above, casting dynamic highlights on the bull's sharp horns and the girl's focused gaze, creating an atmosphere of thrilling adventure.",
   "character":"Shuijing",
   "title":"Honkai Impact 3rd",
   "page":"https://honkaiimpact3.fandom.com/wiki/Shuijing",
   "extra":"{\"background\": false, \"caption\": \"The image depicts a dynamic and fantastical scene featuring a large, mechanical bull with a humanoid rider. The bull is constructed from various mechanical parts, including gears, plates, and pipes, giving it a robust and industrial appearance. Its body is primarily a light brown color, with accents of gray and metallic elements. The bull\\'s head is adorned with large, sharp horns, and it has a fierce, determined expression. The rider, a young girl with blonde hair tied in a ponytail, is seated on the bull\\'s back, holding onto a red rope for support. She is dressed in a white outfit with red accents, including a red scarf and white boots. The girl appears to be in control, guiding the bull with confidence. The background is dark, with a sense of motion and energy, emphasizing the power and strength of the mechanical bull.\"}"
}

Free free to use them to train your models ~