HIP MRI VQVAE and PIXELCNN implementation into recognition folder#490

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BHUP-UQ wants to merge 16 commits intoshakes76:topic-recognitionfrom

BHUP-UQ:topic-recognition

Commits on Oct 25, 2025

Initial commit
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added residual blocks after downconvolving and before upconvolving. Tweaked hyperparameters
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tweaked structure and hyperparameters of vq vae model
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Added script to run ssim evalution of loaded model
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updated gitignore to ignore trained models
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created pixelCNN model to learn latent distribution of vq-vae and generate novel images
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made code compatible with tensorflow 2.15 as used on the slurm server and fixed bugs related to masking in pcnn model and sampling in the sampler wrapper
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reworked latent sampling
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fixed convolution masking, tweaked hyperparameters and architecture to maximise performance
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produced plots, moved all files to source directory
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actually added plots
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moved plots to source directory
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moved files to subdirectory, created readme
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Commits on Oct 27, 2025