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All projects 9 AI & NLP 2 Gen AI 1 Generative AI & Computer Vision 1 Medical AI 2 Nature inspired optimization algorithm 1 Product Engineering 1 Reinforcement Learning 1
11/2024

Variational Autoencoder (VAE)

Developed a VAE with reparameterization trick for robust latent space sampling.

  • Developed a VAE with reparameterization trick for robust latent space sampling.
  • Trained on CIFAR-10 RGB and a custom dialysis dataset linked to graduation project.
  • Created image interpolation functions for smooth transitions.
  • Extended model into a GUI tool for interactive image generation.
Python PyTorch VAE Computer Vision
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Variational Autoencoder (VAE) preview