Run the Stable Diffusion releases in a Docker container with txt2img, img2img, depth2img, pix2pix, upscale4x, and inpaint. Run the Stable Diffusion releases on Huggingface in a GPU-accelerated Docker container. By default, the pipeline uses the full model and weights which requires a CUDA capable GPU with 8GB+ of VRAM. It should take a few seconds to create one image. On less powerful GPUs you may need to modify some of the options; see the Examples section for more details. If you lack a suitable GPU you can set the options --device cpu and --onnx instead. Since it uses the model, you will need to create a user access token in your Huggingface account. Save the user access token in a file called token.txt and make sure it is available when building the container. Create an image from an existing image and a text prompt. Modify an existing image with its depth map and a text prompt.

Features

  • Text-to-Image (txt2img)
  • Depth-Guided Diffusion (depth2img)
  • Image-to-Image (img2img)
  • Instruct Pix2Pix (pix2pix)
  • Image Upscaling (upscale4x)
  • Diffusion Inpainting (inpaint)

Project Samples

Project Activity

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License

Affero GNU Public License

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Additional Project Details

Operating Systems

Windows

Programming Language

Python

Related Categories

Python AI Image Generators, Python Generative AI, Python Inpainting Tool

Registered

2023-03-22