MaitreChen / MedGAN-ResLite

一个用于肺炎图像分类的方法，采用DSHNet生成少类样本数据，解决数据不平衡的问题，然后利用RSFNet进行分类，最后结合剪枝策略实现轻量化！MedGAN-ResLite-V2 is released! ❤

Date Created 2023-03-21 (about a year ago)

Commits 50 (last one 7 months ago)

Stargazers 25 (1 this week)

Watchers 3 (0 this week)

Forks 2

License apache-2.0

Ranking

RepositoryStats indexes 600,333 repositories, of these MaitreChen/MedGAN-ResLite is ranked #593,478 (1st percentile) for total stargazers, and #429,661 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #119,195/120,626.

MaitreChen/MedGAN-ResLite is also tagged with popular topics, for these it's ranked: deep-learning (#8,527/8559), machine-learning (#8,045/8106), pytorch (#6,016/6038), generator (#742/747), cnn (#557/558), classification (#544/546), gan (#525/525)

Other Information

There have been 1 release, the latest one was published on 2024-05-25 (7 months ago) with the name v1.

All Topics

cnn gan dcgan resnet pytorch medmnist generator pneumonia augmentation deep-learning classification machine-learning chest-xray-images spatial-attention medical-image-processing lightweight-neural-network

Star History

Github stargazers over time

Watcher History

Github watchers over time, collection started in '23

Recent Commit History

50 commits on the default branch (main) since jan '22

Yearly Commits

Commits to the default branch (main) per year

Issue History

Languages

The only known language in this repository is Python

updated: 2025-01-01 @ 08:09am, id: 616831875 / R_kgDOJMQbgw