I made a generative 3D game and took a walk in the streets of Paris. Playback speed 30x

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

Our great sponsors
  • WorkOS - The modern identity platform for B2B SaaS
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • SaaSHub - Software Alternatives and Reviews
  • deforumed-walk

    Take a walk in the generated world.

  • sloopy colab notebook: https://github.com/IzumiSatoshi/deforumed-walk/blob/main/notebooks/deforum_walk_v1.ipynb

  • diffusers

    🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

  • So, I think good starting point is play with diffusers(https://github.com/huggingface/diffusers) on colab. Diffusers is a library that makes it easy to run stable diffusion on code level. In particular, take a closer look at the depth2img pipeline. It is the core of this game. Because colab is available already set up, it saves much of the time needed to build the python environment.

  • 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.

    WorkOS logo
  • diffusion-models-class

    Materials for the Hugging Face Diffusion Models Course

  • Next, you need to become familiar with the diffusion model. I recommend this huggingface's course(https://github.com/huggingface/diffusion-models-class) because it is very high quality and you will learn while using diffusers. At first glance, it may not seem directly related to this game, but in my case, knowing what is happening in diffusers helped me in many ways: trial and error, inspiration for ideas, etc. I had no knowledge of pytorch (the deep learning library used for diffusers), so I also took this course (https://www.udacity.com/course/deep-learning-pytorch--ud188) which was in the prerequisites for that huggingface's course. It was also very good.

  • deforum-stable-diffusion

  • Then I started touching deforum 3D (https://github.com/deforum-art/deforum-stable-diffusion). there is a notebook available that works with colab. This tutorial(https://www.youtube.com/watch?v=7ZuI56TChvg) will also be helpful.

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.

Suggest a related project

Related posts