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Inference-only implementation of Diffusion Autoencoders

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diffae-fwd

This is a inference-only version of the original diffae repository: https://github.com/konpatp/diffae.
We use up-to-date versions of Python and Pytorch and try to keep other dependencies as minimal as possible.

Setup

We recommend miniforge to set up your python environment.
Then uv can be used to install the project dependencies:

conda create -n $YOUR_ENV_NAME python=3.12
conda activate $YOUR_ENV_NAME
uv pip install -r requirements.txt

Getting started

To interpolate two face images, try

python interpolate.py

To manipulate a single image with specific attributes, try

python manipulate.py

The scripts contain cell definitions that can be executed in interactive mode in VSCode.

Todos

  • Add gradio demo
  • Add detect_align.py script

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Inference-only implementation of Diffusion Autoencoders

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