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  1. albumentations-team/albumentations

    Fast image augmentation library and easy to use wrapper around other libraries. Documentation: https://albumentations.ai/docs/

    Python 5.7k 743

  2. TernausNet

    UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

    Python 869 218

  3. TernausNetV2

    TernausNetV2: Fully Convolutional Network for Instance Segmentation

    Jupyter Notebook 503 102

  4. robot-surgery-segmentation

    Wining solution and its improvement for MICCAI 2017 Robotic Instrument Segmentation Sub-Challenge

    Jupyter Notebook 484 166

1,229 contributions in the last year

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July 2020

Created an issue in PyTorchLightning/pytorch-lightning that received 3 comments

How to prepare list of files for dataloader, avoiding the duplicated work?

I do self.image_paths = sorted(Path(self.hparams["image_path"]).rglob("*.jpg")) in setup and use self.image_paths to initialize the data loader in t…

3 comments
13 contributions in private repositories Jul 9 – Jul 16

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