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AI Art Helpers

  1. Image, GIF, and video super resolution
    • R-ESRGAN General WDN 4x V3
    • R-ESRGAN 4x+ Anime6B
    • ESRGAN 4x
    • Swin2SR 4x
    • R-ESRGAN 2x+
    • PortraitSR
      • can switch between realism (0.0 uncertainty) and painting (1.0 uncertainty)
  2. DistilGPT2 Stable Diffusion v2
    • safe for work
    • finetuned on 2,470,000+ prompts for stable diffusion v1.1 through v1.5
    • 50% faster forwardproporgation, 40% less RAM usage, 25%+ more variations, more fluent than other HuggingFace prompt generators
  3. DistilBART-powered animation prompt generator
    • given a name, describes the appearance or story of a pony, video game, fiction, manga, or anime character
  4. [] and <> support in anime prompts
    • randomizes what's inside: gestures, postures, scenaries, objects, etc.
  5. Google Safesearch Mini
    • finetuned on 2,220,000+ images classified as safe/unsafe by Google Safesearch, Reddit, and Imgur
    • 92% less RAM usage than stable diffusion safety checker
  6. Anime/Animation WebUI
    • Light and dark modes
    • Safe for work
    • Tab 1 - Customizations
      • fully customize your anime characters and scenes
    • Tab 2 - Search Engine
      • search for random images (including prompts and upvotes) containing give tags
      • leave tags as blank to generate random samples
  7. Bilingual
    • Chinese (Simplified and Traditional)
    • English

Super Res Examples

  1. Video Upscale
  2. GIF Upscale
  3. ImageSR and PortraitSR

Text2Img Examples

  1. Anime Models
  2. Pony Model
  3. Van Gogh Model

Usage

The use of each file is self-explanatory. Some useful functions in util.py are character_search, pony_search, chinese_to_english, distilgpt2_prompt, and parse_anime_prompts