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Withoutnoisechannel #26

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Withoutnoisechannel #26

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Commits on Aug 8, 2024

  1. add Notebook and BioSRDataLoader

    @MichPrencipe
    MichPrencipe committed Aug 8, 2024
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  2. add gitignore

    @MichPrencipe
    MichPrencipe committed Aug 8, 2024
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Commits on Aug 19, 2024

  1. lowering GPU memory requirement for developement

    @ashesh-0
    ashesh-0 committed Aug 19, 2024
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Commits on Aug 21, 2024

  1. Merge pull request #1 from MichPrencipe/downscaling 

    lowering GPU memory requirement for developement
    @MichPrencipe
    MichPrencipe authored Aug 21, 2024
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  2. add install deps file

    @MichPrencipe
    MichPrencipe committed Aug 21, 2024
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  3. Merge branch 'main' of github.com:MichPrencipe/swin2sr

    @MichPrencipe
    MichPrencipe committed Aug 21, 2024
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  4. fixed the environment and add libraries for training

    @MichPrencipe
    MichPrencipe committed Aug 21, 2024
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Commits on Aug 22, 2024

  1. create the training.py and connection to wandb

    @MichPrencipe
    MichPrencipe committed Aug 22, 2024
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Commits on Aug 27, 2024

  1. add predictor class to the notebook

    @MichPrencipe
    MichPrencipe committed Aug 27, 2024
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  2. notebook update

    @ashesh-0
    ashesh-0 committed Aug 27, 2024
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Commits on Aug 28, 2024

  1. train for more epochss

    @MichPrencipe
    MichPrencipe committed Aug 28, 2024
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Commits on Sep 3, 2024

  1. trial with MSEloss

    @MichPrencipe
    MichPrencipe committed Sep 3, 2024
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Commits on Sep 6, 2024

  1. perform some augmentation, change the training script deleting the tr… 

    …aining loop
    @MichPrencipe
    MichPrencipe committed Sep 6, 2024
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  2. perform some augmentation, change the training script deleting the tr… 

    …aining loop
    @MichPrencipe
    MichPrencipe committed Sep 6, 2024
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  3. stop tracking logdir files

    @MichPrencipe
    MichPrencipe committed Sep 6, 2024
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Commits on Sep 9, 2024

  1. perform training with augmented data concatenated with the original data

    @MichPrencipe
    MichPrencipe committed Sep 9, 2024
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Commits on Sep 11, 2024

  1. add psnr in wandb charts

    @MichPrencipe
    MichPrencipe committed Sep 11, 2024
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Commits on Sep 12, 2024

  1. fixed name run on wandb, write a notebook to add poisson noise and ga… 

    …ussian
    @MichPrencipe
    MichPrencipe committed Sep 12, 2024
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Commits on Sep 13, 2024

  1. train with noise, modify the normalization

    @MichPrencipe
    MichPrencipe committed Sep 13, 2024
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Commits on Sep 18, 2024

  1. debug normalization

    @MichPrencipe
    MichPrencipe committed Sep 18, 2024
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  2. resize() should take float as input

    @ashesh-0
    ashesh-0 committed Sep 18, 2024
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  3. fixed the psnr and the normalization

    @MichPrencipe
    MichPrencipe committed Sep 18, 2024
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Commits on Sep 19, 2024

  1. fixed the saving file

    @MichPrencipe
    MichPrencipe committed Sep 19, 2024
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Commits on Sep 20, 2024

  1. retrained the network with norm data and non noisy

    @MichPrencipe
    MichPrencipe committed Sep 20, 2024
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  2. train with noisy, but maybe there are some bug to fix, actually in th… 

    …e evaluation there isn't noise
    @MichPrencipe
    MichPrencipe committed Sep 20, 2024
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Commits on Sep 23, 2024

  1. training with 400 epochs on 768, 768 with callbacks

    @MichPrencipe
    MichPrencipe committed Sep 23, 2024
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  2. try to fix noisy data

    @MichPrencipe
    MichPrencipe committed Sep 23, 2024
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  3. fix biosr_loader

    @MichPrencipe
    MichPrencipe committed Sep 23, 2024
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  4. train on non noisy data

    @MichPrencipe
    MichPrencipe committed Sep 23, 2024
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  5. train and evaluation with noisy data

    @MichPrencipe
    MichPrencipe committed Sep 23, 2024
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  6. add set global seed

    @MichPrencipe
    MichPrencipe committed Sep 23, 2024
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  7. fix the determinism of the evaluation

    @MichPrencipe
    MichPrencipe committed Sep 23, 2024
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  8. correct the poisson noise factor

    @MichPrencipe
    MichPrencipe committed Sep 23, 2024
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  9. evaluation with correct level of noise

    @MichPrencipe
    MichPrencipe committed Sep 23, 2024
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Commits on Sep 24, 2024

  1. train 100 epochs with 1000 poisson noise and 5000 gauss

    @MichPrencipe
    MichPrencipe committed Sep 24, 2024
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Commits on Sep 26, 2024

  1. train and evaluation correct with 1000 noise and 1000 gauss, without … 

    …noise in the channel
    @MichPrencipe
    MichPrencipe committed Sep 26, 2024
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  2. trying to add the noise in the channels

    @MichPrencipe
    MichPrencipe committed Sep 26, 2024
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Commits on Oct 4, 2024

  1. tiled prediction evaluation

    @MichPrencipe
    MichPrencipe committed Oct 4, 2024
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Commits on Oct 7, 2024

  1. tiled prediction

    @MichPrencipe
    MichPrencipe committed Oct 7, 2024
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  2. fix c2 in biosrdata, fix the progress bar

    @MichPrencipe
    MichPrencipe committed Oct 7, 2024
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