List of sites/programs/projects that use OpenAI's CLIP neural network for steering image/video creation to match a text description

This page summarizes the projects mentioned and recommended in the original post on /r/u_Wiskkey

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  • awesome-pretrained-stylegan2

    A collection of pre-trained StyleGAN 2 models to download

  • Many of the items on the first list below are Google Colaboratory ("Colab") notebooks, which run in a web browser; for more info, see the Google Colab FAQ. Some Colab notebooks create output files in the remote computer's file system; these files can be accessed by clicking the Files icon in the left part of the Colab window. For the BigGAN image generators on the first list that allow the initial class (i.e. type of object) to be specified, here is a list of the 1,000 BigGAN classes. For the StyleGAN image generators on the first list that allow the specification of the StyleGAN2 .pkl file, here is a list of them.

  • TediGAN

    Discontinued [CVPR 2021] Pytorch implementation for TediGAN: Text-Guided Diverse Face Image Generation and Manipulation. [Moved to: https://github.com/IIGROUP/TediGAN] (by weihaox)

  • (Added Feb. 23, 2021) TediGAN - Colaboratory by weihaox. Uses StyleGAN to generate images. GitHub. I got error "No pre-trained weights found for perceptual model!" when I used the Colab notebook, which was fixed when I made the change mentioned here. After this change, I still got an error in the cell that displays the images, but the results were in the remote file system. Use the "Files" icon on the left to browse the remote file system.

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  • deep-daze

    Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun

  • (Added Mar. 15, 2021) deep-daze Fourier Feature Map - Colaboratory by afiaka87. Uses SIREN to generate images. Reference. Reddit post.

  • big-sleep

    A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun

  • (Added Mar. 23, 2021) Big Sleep - Colaboratory by LtqxWYEG. Uses BigGAN to generate images. Reference.

  • ml-art-colabs

    A list of Machine Learning Art Colabs

  • (Added Mar. 23, 2021) A list of Machine Learning Art Colabs.

  • dl-colab-notebooks

    Discontinued Try out deep learning models online on Google Colab

  • (Added Aug. 12, 2021) styler00dollar's list of audiovisual Google Colabs.

  • Awesome-Text-to-Image

    (ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

  • (Added Mar. 25, 2022) Awesome Text-to-Image.

  • WorkOS

    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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  • Awesome-CLIP

    Awesome list for research on CLIP (Contrastive Language-Image Pre-Training).

  • (Added Mar. 25, 2022) Awesome CLIP.

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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