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Alternative rotational invariance and convolution neural networks #171

Merged
merged 25 commits into from
Jul 24, 2024
Merged

Alternative rotational invariance and convolution neural networks #171

merged 25 commits into from
Jul 24, 2024

Commits on May 14, 2024

  1. train with not rotated image and reconstruction loss as minimum over … 

    …rotated images with reconstructed image of not rotated image
    @BerndDoser
    BerndDoser committed May 14, 2024
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Commits on May 17, 2024

  1. improve cnn encoder/decoder architecture: 

    - remove one layers
- double channels
- smaller learning rate
- upsampling in decoder
    @BerndDoser
    BerndDoser committed May 17, 2024
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Commits on May 23, 2024

  1. add ImageDataset

    @BerndDoser
    BerndDoser committed May 23, 2024
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  2. Merge remote-tracking branch 'origin/main' into rot-loss

    @BerndDoser
    BerndDoser committed May 23, 2024
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  3. Merge remote-tracking branch 'ain/main' into rot-loss

    @BerndDoser
    BerndDoser committed May 23, 2024
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  4. Add ImagesDataset and ImagesDataModule

    @BerndDoser
    BerndDoser committed May 23, 2024
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  5. replace PIL by skimage.io for better performance

    @BerndDoser
    BerndDoser committed May 23, 2024
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Commits on May 24, 2024

  1. update plain autoencoder

    @BerndDoser
    BerndDoser committed May 24, 2024
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  2. add pokemon config

    @BerndDoser
    BerndDoser committed May 24, 2024
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  3. Improved CNN architecture 

    Source: https://www.biorxiv.org/content/10.1101/214247v2
    @BerndDoser
    BerndDoser committed May 24, 2024
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Commits on May 27, 2024

  1. Merge branch 'main' into rot-loss

    @BerndDoser
    BerndDoser committed May 27, 2024
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Commits on May 29, 2024

  1. rename h_dim and z_dim into latent_dim ... 

    and use no default value
    @BerndDoser
    BerndDoser committed May 29, 2024
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  2. normalize loss by brightness

    @BerndDoser
    BerndDoser committed May 29, 2024
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Commits on Jun 4, 2024

  1. remove sigmoid from last layer of decoder

    @BerndDoser
    BerndDoser committed Jun 4, 2024
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Commits on Jun 7, 2024

  1. Merge branch 'main' into rot-loss

    @BerndDoser
    BerndDoser committed Jun 7, 2024
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Commits on Jun 26, 2024

  1. Merge branch 'main' into rot-loss

    @BerndDoser
    BerndDoser committed Jun 26, 2024
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  2. use Optional to support python 3.9

    @BerndDoser
    BerndDoser committed Jun 26, 2024
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Commits on Jun 27, 2024

  1. Revert "train with not rotated image and reconstruction loss as minim… 

    …um over rotated images with reconstructed image of not rotated image"

This reverts commit a1c1627.
    @BerndDoser
    BerndDoser committed Jun 27, 2024
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  2. git ignore sarif files

    @BerndDoser
    BerndDoser committed Jun 27, 2024
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  3. Rotational2Autoencoder, which takes the minimal loss of all rotated i… 

    …nput image and the reconstructed image using the not rotated image.
    @BerndDoser
    BerndDoser committed Jun 27, 2024
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Commits on Jul 10, 2024

  1. switch off autocast for torch.no_grad

    @BerndDoser
    BerndDoser committed Jul 10, 2024
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  2. torch dynamo export not supported for python 3.12, skip tests

    @BerndDoser
    BerndDoser committed Jul 10, 2024
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Commits on Jul 22, 2024

  1. fix flake8 warnings

    @BerndDoser
    BerndDoser committed Jul 22, 2024
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Commits on Jul 24, 2024

  1. disable autocast for torch.no_grad for all autoencoders

    @BerndDoser
    BerndDoser committed Jul 24, 2024
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  2. poetry update

    @BerndDoser
    BerndDoser committed Jul 24, 2024
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