This is a collection page of AI art tools and resources maintained by @pharampsychotic, mainly aggregating a large number of shared Google Colab notebooks and other related tools, organized by purpose for easy discovery and use.
Main Categories and Content
Text to Image
This page lists numerous Colab notebooks for text-to-image generation, including many Stable Diffusion-related implementations such as automatic1111's Stable Diffusion WebUI, Deforum Stable Diffusion, Disco Diffusion, Huemin Jax Diffusion, pytti-tools, VQGAN+CLIP, and more. It also includes newer models such as DeepFloyd IF, Kandinsky 2.1, Unidiffuser, InstructPix2Pix, Custom Diffusion, Karlo, and others. Each entry usually includes the author, a link, or usage guidance.
Upscaling / Super-resolution
This section lists a variety of image upscaling tools, including Gigapixel AI (paid), Real-ESRGAN, chaiNNer, Cupscale, Latent-SR, PASD, Neural Love, Stable Diffusion Upscaler, SuperRes Diffusion, SwinIR, Waifu2x, WaifuXL, LetsEnhance.io, and others, with brief descriptions or links.
Style Transfer and StyleGAN
Lists StyleGAN-related tools such as StyleGAN-Humans + CLIP, StyleGAN2-ADA, StyleCLIP, Structured Dreaming, StyleGAN 2 pretrained models, StyleGAN 3 training, StyleGAN3 + CLIP, and others, some with tutorials or examples.
Text Generation
Includes tools for running language models locally or in the cloud, such as GPT4All Chat, oobabooga text-generation-webui, StableLM space, Goose.ai Playground, GPT Neo Colab notebook, GPT Neo HuggingFace, and others, as well as prompt generation tools such as Neuralism Generative Art Prompt Generator, OpenAI GPT3 Playground, Textsynth Playground, Dalle-2 Prompt Generator, Prompt Parrot, MadLib Prompt Generator, Noodle Soup Prompts, and others.
Video Generation and Animation (Video)
Lists video generation and animation tools, including Stable Video Colab, camenduru text-to-video Colabs, AnimateDiff, ModelScope, Text2Video-zero, Video Enhance AI, AnimationKit AI, FILM colab, 3D Ken Burns Effect, 3D Photo Inpainting, DAIN colab, EbSynth, ESRGAN 4 Video, Flowframes, RIFE, and others, as well as some auxiliary tools such as FrameSync.xyz, Tulpa Prompter, AnimationPreview, audio-to-keyframe generators, and others.
Prompt Engineering
Provides tools and resources related to prompt engineering, such as Antarctic-Captions, BLIP image captioning, CLIP Interrogator, CLIP prefix captioning, LLaVa, personality-clip, PEZ, Stable Diffusion XL reference library, krea.ai, libraire.ai, Lexica, Promptomania, Stable Diffusion Artist Studies, and others,as well as some guides and research.
How to Use
The page itself is a static resource list, and users can click links by category to access the corresponding Colab notebooks or other tools. Many notebooks can be run directly in Google Colab, while some tools require local installation or paid use. The page also mentions that if users have an NVIDIA GPU, they can run popular notebooks locally (such as NMKD Stable Diffusion GUI or Visions of Chaos).
Use Cases
Suitable for users interested in AI art generation, including beginners and advanced users, and can be used for text-to-image generation, image upscaling, animation production, prompt research, and more.
Limitations
Some tools may require payment (for example, Gigapixel AI is marked as $99), some require a Google Colab or Hugging Face account, and some require a local GPU. The page content is as of the time of the provided materials; for specific features, pricing, platforms, and results, please refer to the official descriptions of each tool.
