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Commits on Jun 29, 2023

• little refactor

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Commits on Jun 3, 2023

• updated to read in the additional characteristics of stenoses and dicom files

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Commits on May 24, 2023

• finished evaluation (classification)

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Commits on May 23, 2023

• started evaluating classifier

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Commits on May 22, 2023

• Merge pull request #7 from czyjtu/feature/more-preprocessing

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• refactored evaluting faster rcnn

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• Merge pull request #8 from czyjtu/feature/voting

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Commits on May 16, 2023

• evaluating faster rcnn

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• add voting for scan's anchors, and plotting hot anchors on scan

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• object detection in development

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Commits on May 14, 2023

• minor bugfixing

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• added resnet 50

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• object detection tried

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• preprocessing added

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Commits on May 11, 2023

• Merge pull request #6 from czyjtu/feature/dataloader-optimization

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• added new hyperparameters to config

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• test metrics logging

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• add transfomrms hparams to config and added centercrop to remove padding

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• updated default hyperparameters

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• train dev test split

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Commits on May 9, 2023

• repalce handcrafted transformations with torchvision transforms; update requirements

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• further enhancements

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Commits on May 6, 2023

• Merge branch 'feature/roi-classification'

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Commits on May 1, 2023

• added wandb

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Commits on Apr 27, 2023

• updated code for the new data

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Commits on Apr 24, 2023

• added testing to the lightning task

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Commits on Apr 22, 2023

• better checkpoint naming

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• added resnet (init)

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• added upsampling for the positive examples

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Commits on Apr 18, 2023

• modified .gitignore

  

  Wojciech Ciezobka

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Commits on Apr 10, 2023

• tweaked to train

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• lightning works, training works, the model itself does not get better yet

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Commits on Apr 9, 2023

• prepared infrastructure for pytorch lightning, not tested, for sure has bugs :)

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Commits on Apr 8, 2023

• prepared dataset and somewhat datamodule for the roi classification

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• Merge pull request #3 from czyjtu/feature/data-utils

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