DALL·E Now Available in Beta

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

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  1. DALLE2-pytorch

    Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

    There's already an open-source implementation of DALL-E 2 (https://github.com/lucidrains/DALLE2-pytorch) and a pretrained model for it should be released within this year.

    Also true for Google's Imagen, which should be even better than DALLE-2 (and faster) https://github.com/lucidrains/imagen-pytorch.

    This is possible because the original research papers behind both DALLE-2 and Imagen were publicly released.

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  3. dalle-mini

    DALL·E Mini - Generate images from a text prompt

    For those who want to try DALL.E but do not have access yet, this is good play site: https://www.craiyon.com/

  4. min-dalle

    min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch

    Additionally, it's also open-sourced on GitHub and can be self-hosted, with easy instructions to do so: https://github.com/kuprel/min-dalle

  5. metaseq

    Discontinued Repo for external large-scale work

    > Facebook released over 100 pages of notes a few months ago detailing their training process for a model that is similar in size. Does anyone have a link?

    Is https://github.com/facebookresearch/metaseq/blob/main/projec... what you're referring to?

  6. majesty-diffusion

    Majesty Diffusion by @Dango233(@Dango233max) and @apolinario (@multimodalart)

    Here are a couple I've used recently:

    Majestic diffusion - https://github.com/multimodalart/majesty-diffusion

    Centipede diffusion - https://colab.research.google.com/github/Zalring/Centipede_D...

  7. cupscale

    Image Upscaling GUI based on ESRGAN

    Things have moved on a considerable amount since waifu2x

    Try https://github.com/n00mkrad/cupscale

  8. imagen-pytorch

    Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

    There's already an open-source implementation of DALL-E 2 (https://github.com/lucidrains/DALLE2-pytorch) and a pretrained model for it should be released within this year.

    Also true for Google's Imagen, which should be even better than DALLE-2 (and faster) https://github.com/lucidrains/imagen-pytorch.

    This is possible because the original research papers behind both DALLE-2 and Imagen were publicly released.

  9. Waifu2x-Extension-GUI

    Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.

    My bad! Yes Waifu2x is just a single algorithm, you are right.

    The confusion originates from the fact that I was using a GUI project for Waifu2x called "Waifu2x Extension GUI" (https://github.com/AaronFeng753/Waifu2x-Extension-GUI) which other than Waifu2x also supports other algorithms like Real-ESRGAN, Real-CUGAN, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.

    So as you said Cupscale is surely more advanced than Waifu2x (the single algorithm), but do you think it's also better than Waifu2x Extension GUI?

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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