Paraphernalia

An assortment of tools for making digital art from Joe Halliwell (@joehalliwell).

Features

• Decent documentation
• Fragment shader realtime preview and offline rendering
• CLIP-based image generation
• Helpers for running creative projects in jupyter/Colaboratory

Quick start guide

In a notebook/Colaboratory:

!pip install --upgrade git+https://github.com/joehalliwell/paraphernalia.git[openai,taming]
import paraphernalia as pa
pa.setup()

For developers: poetry install

TODOs

General

• Add CLIP/generator sample notebook
• Oblique strategy of the day during startup

review

• Move reviewed folders to a target folder "lost"
• "kept" and "lost" should excluded
• Notebook mode?

glsl

• Support all/more Book of Shaders uniforms
• Support all Shadertoy uniforms (see https://github.com/iY0Yi/ShaderBoy)
• Support buffers

clip

• Is anti-prompt logic actually working?
• Adaptive focus
• Factor our perceptual modes
• Perceptual masking for CLIP
• Image prompts
• Add SRCNN
• Use https://github.com/assafshocher/ResizeRight

torch

• Fix replace_grad and add tests
• Fix clamp_with_grad and add tests
• Add BigGAN generators
• Add soft_permutation()
• Add ZX Spectrum/C64 Standard Mode generator
• Main entry point for generator+CLIP?
• Add standard description string/slug to generators
• Add Diffusion generator