Diffusion Model

Diffusion Models in Vision: https://arxiv.org/pdf/2006.11239.pdf

I worked on one for HackWestern.

Stable Diffusion Animation: https://replicate.com/andreasjansson/stable-diffusion-animation/examples#nby3ut2bljhixb2gejkljmcib4

There are a few:

• DALL-E 2
• Stable Diffusion
• Imagen

https://huggingface.co/blog/annotated-diffusion

The illustrated diffusion https://jalammar.github.io/illustrated-stable-diffusion/

Stable Diffusion

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• https://github.com/runwayml/stable-diffusion

Stable Diffusion Video: https://replicate.com/nateraw/stable-diffusion-videos

Inpainting: https://huggingface.co/spaces/multimodalart/stable-diffusion-inpainting https://github.com/CompVis/stable-diffusion

Generating images in a particular style:

• https://huggingface.co/spaces/lambdalabs/stable-diffusion-image-variations
  • https://github.com/LambdaLabsML/lambda-diffusers
  • (cited from above) https://github.com/LambdaLabsML/examples/tree/main/stable-diffusion-finetuning
    • They cited this source to get the Pokemon data https://github.com/odegeasslbc/FastGAN-pytorch

Latent Diffusion:

• https://huggingface.co/spaces/multimodalart/latentdiffusion