automatic/TODO.md

Publish extensions

• sd-extension-aesthetic-scorer
• sd-extension-steps-animation
• sd-extension-system-info

Investigating

Things I'm actively investigating...

Embeddings

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

• Train object
• Train style
• Impact of Hires fix:
  • e.g 25 steps and denoising strength 0.25-0.7
• Impact of non-square target resolution

Hypernetworks

LORA

Ideas

Things I'm looking into...

Automatic

Stuff to be fixed...

• 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
  • https://rentry.org/2chAI_LoRA_Dreambooth_guide_english
  • https://www.reddit.com/r/StableDiffusion/comments/10ir5ax/big_comparison_of_lora_training_settings_8gb_vram/
• Hypernetworks
  • https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/2670#discussioncomment-4372336
  • https://github.com/AUTOMATIC1111/stable-diffusion-webui/discussions/2670#discussioncomment-4582025
• Null-text inversion

Video Generation

• Deforum
• Latent blending
• VIDM: video implicit diffusion models
• Tune-a-Video
• Animator extension
• Prompt travel
• KLMC2 animation
• BOAAB-limit animation https://www.ajayjain.net/journey
• Disco diffusion
• Video killed the radio star
• Seed travel
• Google frame interpolation
• Prompt fusion

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