MSGNet: Modified MobileNet-ShuffleNet-GhostNet Network for Lightweight Retinal Vessel Segmentation

This is the official implementation of MSGNet: Modified MobileNet-ShuffleNet-GhostNet Network for Lightweight Retinal Vessel Segmentation, presented at ICITACEE 2023.

Model

<div align="center"> <img src="https://raw.githubusercontent.com/reshalfahsi/MSGNet/master/assets/msgnet-arch.png" width="800"> </div>

Requirements

pip install -r requirements.txt

Citation

Plain Text

R. D. H. Al-Fahsi, A. Aqthobirrobbany, I. Ardiyanto and H. A. Nugroho, "MSGNet: Modified MobileNet-ShuffleNet-GhostNet Network for Lightweight Retinal Vessel Segmentation," 2023 10th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE), Semarang, Indonesia, 2023, pp. 94-99, doi: 10.1109/ICITACEE58587.2023.10276687.

BibTex

@INPROCEEDINGS{10276687,
  author={Al-Fahsi, Resha Dwika Hefni and Aqthobirrobbany, Aqil and Ardiyanto, Igi and Nugroho, Hanung Adi},
  booktitle={2023 10th International Conference on Information Technology, Computer, and Electrical Engineering (ICITACEE)}, 
  title={MSGNet: Modified MobileNet-ShuffleNet-GhostNet Network for Lightweight Retinal Vessel Segmentation}, 
  year={2023},
  volume={},
  number={},
  pages={94-99},
  doi={10.1109/ICITACEE58587.2023.10276687}}