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Master's HSE project «Using StyleGANs in Recomendation models in e-commerce» by Sokolov Alexander Vladislavovich

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StyleGANs in Recomendation models in e-commerce

Master's HSE project

Scientific director: Prosvetov Artem Vladimirovich, Candidate of Physical and Mathematical Sciences, Head of Behavioral Technologies at Rydtech, Yandex

How to use?

First of all, install requirements.txt and download pretrained 1024x512-StyleGAN2 high quality models or 512x512StyleGAN2-ada-pytorch self trained version of DeepFashion dataset In-shop Clothing Benchmark.

In this repository, you can:

  1. Explore latent space in notebooks\StyleGAN_SokolovAV.ipynb
  2. Explore ruDALL-E text generation in notebooks\ruDalle.ipynb

#Run streamlit version with everything in one place!
streamlit run app.py 

Examples of Generated Models

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Bonus 🤖

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Master's HSE project «Using StyleGANs in Recomendation models in e-commerce» by Sokolov Alexander Vladislavovich

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