automatic/TODO.md

Merge repos

• Move sd-extensions/scripts/save-steps-animation script to automatic/extensions-builtin
• Move sd-extensions/api to automatic/cli
• [https://github.com/vladmandic/automatic]
• [https://github.com/vladmandic/sd-extensions]
• [https://github.com/vladmandic/generative-art]

Investigating

Things I'm actively investigating...

Embeddings

Need to study more to determine best out-of-the-box settings:

• Impact of Codeformer
• Impact of Hires fix:
  • e.g 25 steps and denoising strength 0.25-0.7

SDAPI

• Support TLS
• Support auth

Ideas

Things I'm looking into...

Automatic

Stuff to be fixed...

• Torch 2.0 model compile / Accelerate test
• Reconnect WebUI

Tech that can be integrated as part of the core workflow...

• Custom watermark
• Embedding mixing
• DAAM
• Merge without distortion
• Weighted merges
• Prune models
• Use scripts from API
• Aesthetic gradients
• Face swap
• Custom diffusion
• LORA
  • https://github.com/kohya-ss/sd-webui-additional-networks
  • https://github.com/kohya-ss/sd-scripts
• Hypernetworks
  • https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/2670#discussioncomment-4372336
  • https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/2670#discussioncomment-4582025

Video Generation

• Deforum
• Latent blending
• VIDM: video implicit diffusion models
• Tune-a-Video
• Animator extension
• KLMC2 animation
• Disco diffusion
• Video killed the radio star

Experimental

Cool stuff that is not integrated anywhere...

• TensorRT
• Bunch of stuff:https://pharmapsychotic.com/tools.html
• Prevalent colors to interrogate
• Auto-Sort inputs by face recognition