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Pre-trained deep learning models and code used for research in the area of tumour detection.

Python 7.49% Jupyter Notebook 92.51%

computer-vision-for-biomedical-images-processing's Introduction

Computer Vision for Biomedical Images Processing

This repo contains some models, algorithms, and implemented methods used by Estera Kot - a PhD Candidate at Warsaw University of Technology, Faculty of Electrical Engineering - created for a her PhD thesis purpose.

@software{estera_kot_2020_5091735,
  author       = {Estera Kot},
  title        = {Computer Vision for Biomedical Images Processing},
  month        = aug,
  year         = 2020,
  publisher    = {Zenodo},
  version      = {2.0},
  doi          = {10.5281/zenodo.5091735},
  url          = {https://doi.org/10.5281/zenodo.5091735}
}

Brain Tumours (Glioma) augmentation with AugLy - original image and ground truth mask augmented together

U-Net TF2 Keras Arch

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