AI BriefingDiffusers Library New Feature Update
·2022.09.12 09:00
Key point
Hugging Face's Diffusers library has released version 0.3, adding key features such as Image-to-Image and Textual Inversion.
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Details
Hugging Face's Diffusers library has introduced a variety of new features for working with Diffusion Models through version 0.3.
The key updates are as follows:
- Image-to-Image pipeline: Combines an existing image with a text prompt to generate a new image.
- Textual Inversion: Allows model personalization by learning a specific concept from just 3-5 sample images.
- Inpainting pipeline: Masks a specific region within an image and naturally replaces only that portion using the model.
- Infrastructure and optimization: Optimizations for small GPUs, macOS support, and an ONNX exporter feature have been added.
In addition, various technical advances from the community were included, such as video generation using Stable Diffusion and research on model explainability.
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