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FF-UNet

This repository contains the original implementation of "FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image Segmentation" in Keras (Tensorflow as backend). This paper has been published in "Cognitive Computation - Springer"

Proposed Architecture:

Pretrained weights:

Download from Google Drive

Demo:

A demo can be found in Here

Requirements

  • Python 3.7.11
  • TensorFlow: 2.1.0
  • Keras: 2.2.4
  • OpenCV: 4.5.3
  • Numpy: 1.19.1
  • Matplotlib: 3.4.3

Cite:

If you use FF-UNet in your project, please cite the following paper:

Iqbal, A., Sharif, M., Khan, M.A. et al. FF-UNet: a U-Shaped Deep Convolutional Neural Network for Multimodal Biomedical Image Segmentation. Cogn Comput (2022). https://doi.org/10.1007/s12559-022-10038-y

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