High-performance image generation using Stable Diffusion in KerasCV

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  • stable-diffusion-webui

    Stable Diffusion web UI

  • Nope. There are instructions for Windows, Linux and Apple Silicon in the readme: https://github.com/AUTOMATIC1111/stable-diffusion-webui

    There's also this other fork, which also has a Colab notebook ready to run, and it's way, way faster than the KerasCV version: https://github.com/TheLastBen/fast-stable-diffusion

    (It also has a many, many more options and some nice, user-friendly GUIs. It's the best version for Google Colab!)

  • stable-diffusion

    Go to lstein/stable-diffusion for all the best stuff and a stable release. This repository is my testing ground and it's very likely that I've done something that will break it. (by magnusviri)

  • Not M1 comparible but I'm working on testing various GPU vs M1 comparisons, with a few accessible cloud providers. My impression is times should be the same, but it's nice to hear other real-world stats for M1 with SD. Makes me really want to rent the Hetzner M1 now.

    Which repo or build are you using BTW, is it the one related to this readme?

    https://github.com/magnusviri/stable-diffusion/blob/main/REA...

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    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • InvokeAI

    InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.

  • While AUTOMATIC is certainly popular, calling it the most active/popular would be ignoring the community working on Invoke. Forks don’t lie.

    https://github.com/invoke-ai/InvokeAI

  • stable-diffusion-tensorflow

    Stable Diffusion in TensorFlow / Keras

  • On intel MacBookPro, CPU-only, the original one[1] using pytorch only utilized one core. A tensorflow implementation[2] with oneDNN support which utilized most of the cores ran at ~11sec/iteration. Another OpenVINO based implementation[3] ran at ~6.0sec/iteration.

    [1] https://github.com/CompVis/stable-diffusion/

    [2] https://github.com/divamgupta/stable-diffusion-tensorflow/

    [3] https://github.com/bes-dev/stable_diffusion.openvino/

  • fast-stable-diffusion

    fast-stable-diffusion + DreamBooth

  • Nope. There are instructions for Windows, Linux and Apple Silicon in the readme: https://github.com/AUTOMATIC1111/stable-diffusion-webui

    There's also this other fork, which also has a Colab notebook ready to run, and it's way, way faster than the KerasCV version: https://github.com/TheLastBen/fast-stable-diffusion

    (It also has a many, many more options and some nice, user-friendly GUIs. It's the best version for Google Colab!)

  • stable-diffusion

    A latent text-to-image diffusion model

  • On intel MacBookPro, CPU-only, the original one[1] using pytorch only utilized one core. A tensorflow implementation[2] with oneDNN support which utilized most of the cores ran at ~11sec/iteration. Another OpenVINO based implementation[3] ran at ~6.0sec/iteration.

    [1] https://github.com/CompVis/stable-diffusion/

    [2] https://github.com/divamgupta/stable-diffusion-tensorflow/

    [3] https://github.com/bes-dev/stable_diffusion.openvino/

  • stable-diffusion-webui

    Discontinued Stable Diffusion web UI [Moved to: https://github.com/Sygil-Dev/sygil-webui] (by sd-webui)

  • > This is by far the most popular and active right now: https://github.com/AUTOMATIC1111/stable-diffusion-webui

    While technically the most popular, I really wouldn't call it "by far". This one is a very close second (500 vs 580 forks): https://github.com/sd-webui/stable-diffusion-webui/tree/dev

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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