https://github.com/reshalfahsi/msgnet
Modified MobileNet-ShuffleNet-GhostNet Network for Lightweight Retinal Vessel Segmentation
https://github.com/reshalfahsi/msgnet
biomedical-engineering biomedical-image-analysis biomedical-image-processing image-segmentation medical-image-segmentation pytorch
Last synced: 3 months ago
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Modified MobileNet-ShuffleNet-GhostNet Network for Lightweight Retinal Vessel Segmentation
- Host: GitHub
- URL: https://github.com/reshalfahsi/msgnet
- Owner: reshalfahsi
- Created: 2024-01-04T06:54:06.000Z (almost 2 years ago)
- Default Branch: master
- Last Pushed: 2024-01-04T12:01:09.000Z (almost 2 years ago)
- Last Synced: 2025-01-15T07:14:42.779Z (9 months ago)
- Topics: biomedical-engineering, biomedical-image-analysis, biomedical-image-processing, image-segmentation, medical-image-segmentation, pytorch
- Language: Python
- Homepage:
- Size: 454 KB
- Stars: 2
- Watchers: 3
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 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](https://ieeexplore.ieee.org/abstract/document/10276687), presented at ICITACEE 2023.
### Model
## 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}}
```