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GitHub / MaitreChen / MedGAN-ResLite

一个用于肺炎图像分类的轻量级ResNet18-SAM模型实现，采用SH-DCGAN生成少类样本数据，解决了数据不平衡的问题，同时结合剪枝策略实现轻量化！MedGAN-ResLite-V2 Released! Stay tuned!❤

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Stars: 19
Forks: 1
Open Issues: 0

License: apache-2.0
Language: Python
Repo Size: 40.8 MB
Dependencies: 22

Created: about 1 year ago
Updated: 12 days ago
Last pushed: 12 days ago
Last synced: 11 days ago

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

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    Dependencies
    requirements.txt pypi