Welcome to EM Image Segmentation’s documentation!

This documentation tries to explain better the code of the project EM Image Segmentation, which is used to make semantic segmentation for EM images. The code is based on Keras and TensorFlow as backend.

_images/seg.gif

Citation

This repository is the base of the following work:

@misc{francobarranco2021stable,
      title={Stable deep neural network architectures for mitochondria segmentation on electron microscopy volumes},
      author={Daniel Franco-Barranco and Arrate Muñoz-Barrutia and Ignacio Arganda-Carreras},
      year={2021},
      eprint={2104.03577},
      archivePrefix={arXiv},
      primaryClass={eess.IV}
}

Auxiliary code